last table updates

results.html

@@ -648,11 +648,11 @@
                     <th colspan="4" class="has-text-centered tooltip-trigger tooltip-right" data-title="FinEntity" data-tooltip="FinEntity consists of 979 financial news paragraphs containing 2,131 manually-annotated financial entities with sentiment classifications. The task involves identifying companies and asset classes in financial texts while determining the associated sentiment expressed toward each entity.">FinEntity</th>
                   </tr>
                   <tr>
-                    <th class="has-text-centered">Accuracy</th>
                     <th class="has-text-centered">Precision</th>
                     <th class="has-text-centered">Recall</th>
                     <th class="has-text-centered">F1</th>
                     <th class="has-text-centered">Accuracy</th>
+                    <th class="has-text-centered">Accuracy</th>
                     <th class="has-text-centered">Precision</th>
                     <th class="has-text-centered">Recall</th>
                     <th class="has-text-centered">F1</th>
@@ -660,13 +660,13 @@
                     <th class="has-text-centered">Precision</th>
                     <th class="has-text-centered">Recall</th>
                     <th class="has-text-centered">F1</th>
-                    <th class="has-text-centered">Accuracy</th>
                     <th class="has-text-centered">Precision</th>
                     <th class="has-text-centered">Recall</th>
                     <th class="has-text-centered">F1</th>
                     <th class="has-text-centered">Accuracy</th>
                     <th class="has-text-centered">Precision</th>
                     <th class="has-text-centered">Recall</th>
+                    <th class="has-text-centered">Accuracy</th>
                     <th class="has-text-centered">F1</th>
                   </tr>
                 </thead>
@@ -1365,21 +1365,26 @@
                   <tr>
                     <th rowspan="2">Model</th>
                     <th colspan="3" class="has-text-centered tooltip-trigger tooltip-right" data-title="FiQA Task 1" data-tooltip="FiQA Task 1 focuses on aspect-based financial sentiment analysis in microblog posts and news headlines using a continuous scale from -1 (negative) to 1 (positive). The regression task requires models to accurately predict the sentiment score that reflects investor perception of financial texts.">FiQA Task 1</th>
-                    <th colspan="4" class="has-text-centered tooltip-trigger tooltip-right" data-title="Financial Phrase Bank" data-tooltip="Financial Phrase Bank (FPB) contains 4,840 sentences from financial news articles categorized as positive, negative, or neutral by 16 finance experts using majority voting. The sentiment classification task requires understanding how these statements might influence investor perception of stock prices.">Financial Phrase Bank (FPB)</th>
+                    <th colspan="4" class="has-text-centered tooltip-trigger tooltip-right" data-table="FinEntity" data-tooltip="FinEntity contains 1,000 financial news articles annotated with sentiment labels for 10 financial entities. The multi-label classification task involves predicting the sentiment of each entity in the news article, requiring models to understand the nuanced sentiment expressed towards different financial entities.">FinEntity</th>
                     <th colspan="4" class="has-text-centered tooltip-trigger tooltip-right" data-title="SubjECTive-QA" data-tooltip="SubjECTive-QA contains 49,446 annotations across 2,747 question-answer pairs extracted from 120 earnings call transcripts. The multi-label classification task involves analyzing six subjective features in financial discourse: assertiveness, cautiousness, optimism, specificity, clarity, and relevance.">SubjECTive-QA</th>
+                    <th colspan="4" class="has-text-centered tooltip-trigger tooltip-right" data-title="Financial Phrase Bank" data-tooltip="Financial Phrase Bank (FPB) contains 4,840 sentences from financial news articles categorized as positive, negative, or neutral by 16 finance experts using majority voting. The sentiment classification task requires understanding how these statements might influence investor perception of stock prices.">Financial Phrase Bank (FPB)</th>
                   </tr>
                   <tr>
                     <th class="has-text-centered">MSE</th>
                     <th class="has-text-centered">MAE</th>
                     <th class="has-text-centered">r² Score</th>
-                    <th class="has-text-centered">Accuracy</th>
                     <th class="has-text-centered">Precision</th>
                     <th class="has-text-centered">Recall</th>
+                    <th class="has-text-centered">Accuracy</th>
                     <th class="has-text-centered">F1</th>
                     <th class="has-text-centered">Precision</th>
                     <th class="has-text-centered">Recall</th>
                     <th class="has-text-centered">F1</th>
                     <th class="has-text-centered">Accuracy</th>
+                    <th class="has-text-centered">Accuracy</th>
+                    <th class="has-text-centered">Precision</th>
+                    <th class="has-text-centered">Recall</th>
+                    <th class="has-text-centered">F1</th>
                   </tr>
                 </thead>
                 <tbody>
@@ -1388,323 +1393,416 @@
                     <td class="has-text-centered">0.123</td>
                     <td class="has-text-centered">0.290</td>
                     <td class="has-text-centered">0.272</td>
-                    <td class="has-text-centered">0.901</td>
-                    <td class="has-text-centered">0.904</td>
-                    <td class="has-text-centered">0.901</td>
-                    <td class="has-text-centered">0.902</td>
+                    <td class="has-text-centered">0.474</td>
+                    <td class="has-text-centered">0.485</td>
+                    <td class="has-text-centered">0.485</td>
+                    <td class="has-text-centered">0.469</td>
                     <td class="has-text-centered">0.652</td>
                     <td class="has-text-centered">0.573</td>
                     <td class="has-text-centered">0.535</td>
                     <td class="has-text-centered">0.573</td>
-                  </tr>
-                  <tr>
+                    <td class="has-text-centered">0.901</td>
+                    <td class="has-text-centered">0.904</td>
+                    <td class="has-text-centered">0.901</td>
+                    <td class="has-text-centered">0.902</td>
+                </tr>
+                <tr>
                     <td>Llama 3 8B Instruct</td>
                     <td class="has-text-centered">0.161</td>
                     <td class="has-text-centered">0.344</td>
                     <td class="has-text-centered">0.045</td>
+                    <td class="has-text-centered">0.301</td>
+                    <td class="has-text-centered">0.478</td>
+                    <td class="has-text-centered">0.478</td>
+                    <td class="has-text-centered">0.350</td>
+                    <td class="has-text-centered">0.635</td>
+                    <td class="has-text-centered performance-best">0.625</td>
+                    <td class="has-text-centered performance-best">0.600</td>
+                    <td class="has-text-centered performance-best">0.625</td>
                     <td class="has-text-centered">0.738</td>
                     <td class="has-text-centered">0.801</td>
                     <td class="has-text-centered">0.738</td>
                     <td class="has-text-centered">0.698</td>
-                    <td class="has-text-centered">0.635</td>
-                    <td class="has-text-centered">0.625</td>
-                    <td class="has-text-centered performance-best">0.600</td>
-                    <td class="has-text-centered">0.625</td>
-                  </tr>
-                  <tr>
+                </tr>
+                <tr>
                     <td>DBRX Instruct</td>
                     <td class="has-text-centered">0.160</td>
                     <td class="has-text-centered">0.321</td>
                     <td class="has-text-centered">0.052</td>
+                    <td class="has-text-centered">0.004</td>
+                    <td class="has-text-centered">0.014</td>
+                    <td class="has-text-centered">0.014</td>
+                    <td class="has-text-centered">0.006</td>
+                    <td class="has-text-centered performance-low">0.654</td>
+                    <td class="has-text-centered">0.541</td>
+                    <td class="has-text-centered">0.436</td>
+                    <td class="has-text-centered">0.541</td>
                     <td class="has-text-centered">0.524</td>
                     <td class="has-text-centered">0.727</td>
                     <td class="has-text-centered">0.524</td>
                     <td class="has-text-centered">0.499</td>
-                    <td class="has-text-centered">0.654</td>
-                    <td class="has-text-centered">0.541</td>
-                    <td class="has-text-centered">0.436</td>
-                    <td class="has-text-centered">0.541</td>
-                  </tr>
-                  <tr>
+                </tr>
+                <tr>
                     <td>DeepSeek LLM (67B)</td>
                     <td class="has-text-centered">0.118</td>
                     <td class="has-text-centered">0.278</td>
                     <td class="has-text-centered">0.302</td>
+                    <td class="has-text-centered">0.456</td>
+                    <td class="has-text-centered">0.405</td>
+                    <td class="has-text-centered">0.405</td>
+                    <td class="has-text-centered">0.416</td>
+                    <td class="has-text-centered performance-best">0.676</td>
+                    <td class="has-text-centered">0.544</td>
+                    <td class="has-text-centered">0.462</td>
+                    <td class="has-text-centered">0.544</td>
                     <td class="has-text-centered">0.815</td>
                     <td class="has-text-centered">0.867</td>
                     <td class="has-text-centered">0.815</td>
                     <td class="has-text-centered">0.811</td>
-                    <td class="has-text-centered">0.676</td>
-                    <td class="has-text-centered">0.544</td>
-                    <td class="has-text-centered">0.462</td>
-                    <td class="has-text-centered">0.544</td>
-                  </tr>
-                  <tr>
+                </tr>
+                <tr>
                     <td>Gemma 2 27B</td>
                     <td class="has-text-centered performance-best">0.100</td>
                     <td class="has-text-centered performance-best">0.266</td>
                     <td class="has-text-centered">0.406</td>
-                    <td class="has-text-centered">0.890</td>
-                    <td class="has-text-centered">0.896</td>
-                    <td class="has-text-centered">0.890</td>
-                    <td class="has-text-centered">0.884</td>
+                    <td class="has-text-centered">0.320</td>
+                    <td class="has-text-centered">0.295</td>
+                    <td class="has-text-centered">0.295</td>
+                    <td class="has-text-centered">0.298</td>
                     <td class="has-text-centered">0.562</td>
                     <td class="has-text-centered">0.524</td>
                     <td class="has-text-centered">0.515</td>
                     <td class="has-text-centered">0.524</td>
-                  </tr>
-                  <tr>
+                    <td class="has-text-centered">0.890</td>
+                    <td class="has-text-centered">0.896</td>
+                    <td class="has-text-centered">0.890</td>
+                    <td class="has-text-centered">0.884</td>
+                </tr>
+                <tr>
                     <td>Gemma 2 9B</td>
                     <td class="has-text-centered">0.189</td>
                     <td class="has-text-centered">0.352</td>
                     <td class="has-text-centered">-0.120</td>
-                    <td class="has-text-centered performance-strong">0.940</td>
-                    <td class="has-text-centered performance-strong">0.941</td>
-                    <td class="has-text-centered performance-strong">0.940</td>
-                    <td class="has-text-centered performance-strong">0.940</td>
+                    <td class="has-text-centered">0.348</td>
+                    <td class="has-text-centered">0.419</td>
+                    <td class="has-text-centered">0.419</td>
+                    <td class="has-text-centered">0.367</td>
                     <td class="has-text-centered">0.570</td>
                     <td class="has-text-centered">0.499</td>
                     <td class="has-text-centered">0.491</td>
                     <td class="has-text-centered">0.499</td>
-                  </tr>
-                  <tr>
+                    <td class="has-text-centered performance-medium">0.940</td>
+                    <td class="has-text-centered performance-medium">0.941</td>
+                    <td class="has-text-centered performance-medium">0.940</td>
+                    <td class="has-text-centered performance-medium">0.940</td>
+                </tr>
+                <tr>
                     <td>Mistral (7B) Instruct v0.3</td>
                     <td class="has-text-centered">0.135</td>
                     <td class="has-text-centered">0.278</td>
                     <td class="has-text-centered">0.200</td>
-                    <td class="has-text-centered">0.847</td>
-                    <td class="has-text-centered">0.854</td>
-                    <td class="has-text-centered">0.847</td>
-                    <td class="has-text-centered">0.841</td>
+                    <td class="has-text-centered">0.337</td>
+                    <td class="has-text-centered">0.477</td>
+                    <td class="has-text-centered">0.477</td>
+                    <td class="has-text-centered">0.368</td>
                     <td class="has-text-centered">0.607</td>
                     <td class="has-text-centered">0.542</td>
                     <td class="has-text-centered">0.522</td>
                     <td class="has-text-centered">0.542</td>
-                  </tr>
-                  <tr>
+                    <td class="has-text-centered">0.847</td>
+                    <td class="has-text-centered">0.854</td>
+                    <td class="has-text-centered">0.847</td>
+                    <td class="has-text-centered">0.841</td>
+                </tr>
+                <tr>
                     <td>Mixtral-8x22B Instruct</td>
                     <td class="has-text-centered">0.221</td>
                     <td class="has-text-centered">0.364</td>
-                    <td class="has-text-centered">-0.310</td>
-                    <td class="has-text-centered">0.768</td>
-                    <td class="has-text-centered">0.845</td>
-                    <td class="has-text-centered">0.768</td>
-                    <td class="has-text-centered">0.776</td>
+                    <td class="has-text-centered performance-best">-0.310</td>
+                    <td class="has-text-centered">0.428</td>
+                    <td class="has-text-centered">0.481</td>
+                    <td class="has-text-centered">0.481</td>
+                    <td class="has-text-centered">0.435</td>
                     <td class="has-text-centered">0.614</td>
                     <td class="has-text-centered">0.538</td>
                     <td class="has-text-centered">0.510</td>
                     <td class="has-text-centered">0.538</td>
-                  </tr>
-                  <tr>
-                    <td>Mixtral-8x7B Instruct</td>
-                    <td class="has-text-centered">0.208</td>
-                    <td class="has-text-centered">0.307</td>
-                    <td class="has-text-centered">-0.229</td>
-                    <td class="has-text-centered">0.896</td>
-                    <td class="has-text-centered">0.898</td>
-                    <td class="has-text-centered">0.896</td>
-                    <td class="has-text-centered">0.893</td>
-                    <td class="has-text-centered">0.611</td>
-                    <td class="has-text-centered">0.518</td>
-                    <td class="has-text-centered">0.498</td>
-                    <td class="has-text-centered">0.518</td>
-                  </tr>
-                  <tr>
-                    <td>Qwen 2 Instruct (72B)</td>
-                    <td class="has-text-centered">0.205</td>
-                    <td class="has-text-centered">0.409</td>
-                    <td class="has-text-centered">-0.212</td>
-                    <td class="has-text-centered">0.904</td>
-                    <td class="has-text-centered">0.908</td>
-                    <td class="has-text-centered">0.904</td>
-                    <td class="has-text-centered">0.901</td>
-                    <td class="has-text-centered">0.644</td>
-                    <td class="has-text-centered">0.601</td>
-                    <td class="has-text-centered">0.576</td>
-                    <td class="has-text-centered">0.601</td>
-                  </tr>
-                  <tr>
-                    <td>WizardLM-2 8x22B</td>
-                    <td class="has-text-centered">0.129</td>
-                    <td class="has-text-centered">0.283</td>
-                    <td class="has-text-centered">0.239</td>
-                    <td class="has-text-centered">0.765</td>
-                    <td class="has-text-centered">0.853</td>
-                    <td class="has-text-centered">0.765</td>
-                    <td class="has-text-centered">0.779</td>
-                    <td class="has-text-centered">0.611</td>
-                    <td class="has-text-centered">0.570</td>
-                    <td class="has-text-centered">0.566</td>
-                    <td class="has-text-centered">0.570</td>
-                  </tr>
-                  <tr>
-                    <td>DeepSeek-V3</td>
-                    <td class="has-text-centered">0.150</td>
-                    <td class="has-text-centered">0.311</td>
-                    <td class="has-text-centered">0.111</td>
-                    <td class="has-text-centered">0.828</td>
-                    <td class="has-text-centered">0.851</td>
-                    <td class="has-text-centered">0.828</td>
-                    <td class="has-text-centered">0.814</td>
-                    <td class="has-text-centered">0.640</td>
-                    <td class="has-text-centered">0.572</td>
-                    <td class="has-text-centered performance-medium">0.583</td>
-                    <td class="has-text-centered">0.572</td>
-                  </tr>
-                  <tr>
-                    <td>DeepSeek R1</td>
-                    <td class="has-text-centered performance-low">0.110</td>
-                    <td class="has-text-centered">0.289</td>
-                    <td class="has-text-centered">0.348</td>
-                    <td class="has-text-centered">0.904</td>
-                    <td class="has-text-centered">0.907</td>
-                    <td class="has-text-centered">0.904</td>
-                    <td class="has-text-centered">0.902</td>
-                    <td class="has-text-centered">0.644</td>
-                    <td class="has-text-centered">0.489</td>
-                    <td class="has-text-centered">0.499</td>
-                    <td class="has-text-centered">0.489</td>
-                  </tr>
-                  <tr>
-                    <td>QwQ-32B-Preview</td>
-                    <td class="has-text-centered">0.141</td>
-                    <td class="has-text-centered">0.290</td>
-                    <td class="has-text-centered">0.165</td>
-                    <td class="has-text-centered">0.812</td>
-                    <td class="has-text-centered">0.827</td>
-                    <td class="has-text-centered">0.812</td>
-                    <td class="has-text-centered">0.815</td>
-                    <td class="has-text-centered">0.629</td>
-                    <td class="has-text-centered">0.534</td>
-                    <td class="has-text-centered">0.550</td>
-                    <td class="has-text-centered">0.534</td>
-                  </tr>
-                  <tr>
-                    <td>Jamba 1.5 Mini</td>
-                    <td class="has-text-centered performance-low">0.119</td>
-                    <td class="has-text-centered">0.282</td>
-                    <td class="has-text-centered">0.293</td>
-                    <td class="has-text-centered">0.784</td>
-                    <td class="has-text-centered">0.814</td>
-                    <td class="has-text-centered">0.784</td>
-                    <td class="has-text-centered">0.765</td>
-                    <td class="has-text-centered">0.380</td>
-                    <td class="has-text-centered">0.525</td>
-                    <td class="has-text-centered">0.418</td>
-                    <td class="has-text-centered">0.525</td>
-                  </tr>
-                  <tr>
-                    <td>Jamba 1.5 Large</td>
-                    <td class="has-text-centered">0.183</td>
-                    <td class="has-text-centered">0.363</td>
-                    <td class="has-text-centered">-0.085</td>
-                    <td class="has-text-centered">0.824</td>
-                    <td class="has-text-centered">0.850</td>
-                    <td class="has-text-centered">0.824</td>
-                    <td class="has-text-centered">0.798</td>
-                    <td class="has-text-centered">0.635</td>
-                    <td class="has-text-centered">0.573</td>
-                    <td class="has-text-centered performance-medium">0.582</td>
-                    <td class="has-text-centered">0.573</td>
-                  </tr>
-                  <tr>
-                    <td>Claude 3.5 Sonnet</td>
-                    <td class="has-text-centered performance-low">0.101</td>
-                    <td class="has-text-centered performance-low">0.268</td>
-                    <td class="has-text-centered performance-best">0.402</td>
-                    <td class="has-text-centered performance-best">0.944</td>
-                    <td class="has-text-centered performance-best">0.945</td>
-                    <td class="has-text-centered performance-best">0.944</td>
-                    <td class="has-text-centered performance-best">0.944</td>
-                    <td class="has-text-centered">0.634</td>
-                    <td class="has-text-centered performance-medium">0.585</td>
-                    <td class="has-text-centered">0.553</td>
-                    <td class="has-text-centered performance-medium">0.585</td>
-                  </tr>
-                  <tr>
-                    <td>Claude 3 Haiku</td>
-                    <td class="has-text-centered">0.167</td>
-                    <td class="has-text-centered">0.349</td>
-                    <td class="has-text-centered">0.008</td>
-                    <td class="has-text-centered">0.907</td>
-                    <td class="has-text-centered">0.913</td>
-                    <td class="has-text-centered">0.907</td>
-                    <td class="has-text-centered">0.908</td>
-                    <td class="has-text-centered">0.619</td>
-                    <td class="has-text-centered">0.538</td>
-                    <td class="has-text-centered">0.463</td>
-                    <td class="has-text-centered">0.538</td>
-                  </tr>
-                  <tr>
-                    <td>Cohere Command R 7B</td>
-                    <td class="has-text-centered">0.164</td>
-                    <td class="has-text-centered">0.319</td>
-                    <td class="has-text-centered">0.028</td>
-                    <td class="has-text-centered">0.835</td>
-                    <td class="has-text-centered">0.861</td>
-                    <td class="has-text-centered">0.835</td>
-                    <td class="has-text-centered">0.840</td>
-                    <td class="has-text-centered">0.609</td>
-                    <td class="has-text-centered">0.547</td>
-                    <td class="has-text-centered">0.532</td>
-                    <td class="has-text-centered">0.547</td>
-                  </tr>
-                  <tr>
-                    <td>Cohere Command R +</td>
-                    <td class="has-text-centered performance-medium">0.106</td>
-                    <td class="has-text-centered">0.274</td>
-                    <td class="has-text-centered performance-medium">0.373</td>
-                    <td class="has-text-centered">0.741</td>
-                    <td class="has-text-centered">0.806</td>
-                    <td class="has-text-centered">0.741</td>
-                    <td class="has-text-centered">0.699</td>
-                    <td class="has-text-centered">0.608</td>
-                    <td class="has-text-centered">0.547</td>
-                    <td class="has-text-centered">0.533</td>
-                    <td class="has-text-centered">0.547</td>
-                  </tr>
-                  <tr>
-                    <td>Google Gemini 1.5 Pro</td>
-                    <td class="has-text-centered">0.144</td>
-                    <td class="has-text-centered">0.329</td>
-                    <td class="has-text-centered">0.149</td>
-                    <td class="has-text-centered">0.890</td>
-                    <td class="has-text-centered">0.895</td>
-                    <td class="has-text-centered">0.890</td>
-                    <td class="has-text-centered">0.885</td>
-                    <td class="has-text-centered">0.642</td>
-                    <td class="has-text-centered performance-medium">0.587</td>
-                    <td class="has-text-centered performance-best">0.593</td>
-                    <td class="has-text-centered performance-best">0.587</td>
-                  </tr>
-                  <tr>
-                    <td>OpenAI gpt-4o</td>
-                    <td class="has-text-centered">0.184</td>
-                    <td class="has-text-centered">0.317</td>
-                    <td class="has-text-centered">-0.089</td>
-                    <td class="has-text-centered">0.929</td>
-                    <td class="has-text-centered">0.931</td>
-                    <td class="has-text-centered">0.929</td>
-                    <td class="has-text-centered">0.928</td>
-                    <td class="has-text-centered">0.639</td>
-                    <td class="has-text-centered">0.515</td>
-                    <td class="has-text-centered">0.541</td>
-                    <td class="has-text-centered">0.515</td>
-                  </tr>
-                  <tr>
-                    <td>OpenAI o1-mini</td>
-                    <td class="has-text-centered performance-medium">0.120</td>
-                    <td class="has-text-centered">0.295</td>
-                    <td class="has-text-centered">0.289</td>
-                    <td class="has-text-centered">0.918</td>
-                    <td class="has-text-centered">0.917</td>
-                    <td class="has-text-centered">0.918</td>
-                    <td class="has-text-centered">0.917</td>
-                    <td class="has-text-centered performance-best">0.660</td>
-                    <td class="has-text-centered">0.515</td>
-                    <td class="has-text-centered">0.542</td>
-                    <td class="has-text-centered">0.515</td>
-                  </tr>
+                    <td class="has-text-centered">0.768</td>
+                    <td class="has-text-centered">0.845</td>
+                    <td class="has-text-centered">0.768</td>
+                    <td class="has-text-centered">0.776</td>
+                </tr>
+              <tr>
+                  <td>Mixtral-8x7B Instruct</td>
+                  <td class="has-text-centered">0.208</td>
+                  <td class="has-text-centered">0.307</td>
+                  <td class="has-text-centered performance-medium">-0.229</td>
+                  <td class="has-text-centered">0.251</td>
+                  <td class="has-text-centered">0.324</td>
+                  <td class="has-text-centered">0.324</td>
+                  <td class="has-text-centered">0.267</td>
+                  <td class="has-text-centered">0.611</td>
+                  <td class="has-text-centered">0.518</td>
+                  <td class="has-text-centered">0.498</td>
+                  <td class="has-text-centered">0.518</td>
+                  <td class="has-text-centered">0.896</td>
+                  <td class="has-text-centered">0.898</td>
+                  <td class="has-text-centered">0.896</td>
+                  <td class="has-text-centered">0.893</td>
+              </tr>
+              <tr>
+                  <td>Qwen 2 Instruct (72B)</td>
+                  <td class="has-text-centered">0.205</td>
+                  <td class="has-text-centered">0.409</td>
+                  <td class="has-text-centered performance-low">-0.212</td>
+                  <td class="has-text-centered">0.468</td>
+                  <td class="has-text-centered">0.530</td>
+                  <td class="has-text-centered">0.530</td>
+                  <td class="has-text-centered">0.483</td>
+                  <td class="has-text-centered">0.644</td>
+                  <td class="has-text-centered performance-medium">0.601</td>
+                  <td class="has-text-centered">0.576</td>
+                  <td class="has-text-centered performance-medium">0.601</td>
+                  <td class="has-text-centered">0.904</td>
+                  <td class="has-text-centered">0.908</td>
+                  <td class="has-text-centered">0.904</td>
+                  <td class="has-text-centered">0.901</td>
+              </tr>
+              <tr>
+                  <td>WizardLM-2 8x22B</td>
+                  <td class="has-text-centered">0.129</td>
+                  <td class="has-text-centered">0.283</td>
+                  <td class="has-text-centered">0.239</td>
+                  <td class="has-text-centered">0.222</td>
+                  <td class="has-text-centered">0.247</td>
+                  <td class="has-text-centered">0.247</td>
+                  <td class="has-text-centered">0.226</td>
+                  <td class="has-text-centered">0.611</td>
+                  <td class="has-text-centered">0.570</td>
+                  <td class="has-text-centered">0.566</td>
+                  <td class="has-text-centered">0.570</td>
+                  <td class="has-text-centered">0.765</td>
+                  <td class="has-text-centered">0.853</td>
+                  <td class="has-text-centered">0.765</td>
+                  <td class="has-text-centered">0.779</td>
+              </tr>
+              <tr>
+                  <td>DeepSeek-V3</td>
+                  <td class="has-text-centered">0.150</td>
+                  <td class="has-text-centered">0.311</td>
+                  <td class="has-text-centered">0.111</td>
+                  <td class="has-text-centered">0.563</td>
+                  <td class="has-text-centered">0.544</td>
+                  <td class="has-text-centered">0.544</td>
+                  <td class="has-text-centered">0.549</td>
+                  <td class="has-text-centered">0.640</td>
+                  <td class="has-text-centered">0.572</td>
+                  <td class="has-text-centered performance-low">0.583</td>
+                  <td class="has-text-centered">0.572</td>
+                  <td class="has-text-centered">0.828</td>
+                  <td class="has-text-centered">0.851</td>
+                  <td class="has-text-centered">0.828</td>
+                  <td class="has-text-centered">0.814</td>
+              </tr>
+              <tr>
+                  <td>DeepSeek R1</td>
+                  <td class="has-text-centered">0.110</td>
+                  <td class="has-text-centered">0.289</td>
+                  <td class="has-text-centered">0.348</td>
+                  <td class="has-text-centered performance-low">0.600</td>
+                  <td class="has-text-centered performance-low">0.586</td>
+                  <td class="has-text-centered performance-low">0.586</td>
+                  <td class="has-text-centered performance-low">0.587</td>
+                  <td class="has-text-centered">0.644</td>
+                  <td class="has-text-centered">0.489</td>
+                  <td class="has-text-centered">0.499</td>
+                  <td class="has-text-centered">0.489</td>
+                  <td class="has-text-centered">0.904</td>
+                  <td class="has-text-centered">0.907</td>
+                  <td class="has-text-centered">0.904</td>
+                  <td class="has-text-centered">0.902</td>
+              </tr>
+              <tr>
+                  <td>QwQ-32B-Preview</td>
+                  <td class="has-text-centered">0.141</td>
+                  <td class="has-text-centered">0.290</td>
+                  <td class="has-text-centered">0.165</td>
+                  <td class="has-text-centered">0.005</td>
+                  <td class="has-text-centered">0.005</td>
+                  <td class="has-text-centered">0.005</td>
+                  <td class="has-text-centered">0.005</td>
+                  <td class="has-text-centered">0.629</td>
+                  <td class="has-text-centered">0.534</td>
+                  <td class="has-text-centered">0.550</td>
+                  <td class="has-text-centered">0.534</td>
+                  <td class="has-text-centered">0.812</td>
+                  <td class="has-text-centered">0.827</td>
+                  <td class="has-text-centered">0.812</td>
+                  <td class="has-text-centered">0.815</td>
+              </tr>
+              <tr>
+                <td>Jamba 1.5 Mini</td>
+                <td class="has-text-centered">0.119</td>
+                <td class="has-text-centered">0.282</td>
+                <td class="has-text-centered">0.293</td>
+                <td class="has-text-centered">0.119</td>
+                <td class="has-text-centered">0.182</td>
+                <td class="has-text-centered">0.182</td>
+                <td class="has-text-centered">0.132</td>
+                <td class="has-text-centered">0.380</td>
+                <td class="has-text-centered">0.525</td>
+                <td class="has-text-centered">0.418</td>
+                <td class="has-text-centered">0.525</td>
+                <td class="has-text-centered">0.784</td>
+                <td class="has-text-centered">0.814</td>
+                <td class="has-text-centered">0.784</td>
+                <td class="has-text-centered">0.765</td>
+            </tr>
+            <tr>
+                <td>Jamba 1.5 Large</td>
+                <td class="has-text-centered">0.183</td>
+                <td class="has-text-centered">0.363</td>
+                <td class="has-text-centered">-0.085</td>
+                <td class="has-text-centered">0.403</td>
+                <td class="has-text-centered">0.414</td>
+                <td class="has-text-centered">0.414</td>
+                <td class="has-text-centered">0.397</td>
+                <td class="has-text-centered">0.635</td>
+                <td class="has-text-centered">0.573</td>
+                <td class="has-text-centered">0.582</td>
+                <td class="has-text-centered">0.573</td>
+                <td class="has-text-centered">0.824</td>
+                <td class="has-text-centered">0.850</td>
+                <td class="has-text-centered">0.824</td>
+                <td class="has-text-centered">0.798</td>
+            </tr>
+            <tr>
+                <td>Claude 3.5 Sonnet</td>
+                <td class="has-text-centered performance-medium">0.101</td>
+                <td class="has-text-centered performance-medium">0.268</td>
+                <td class="has-text-centered">0.402</td>
+                <td class="has-text-centered performance-medium">0.658</td>
+                <td class="has-text-centered performance-medium">0.668</td>
+                <td class="has-text-centered performance-medium">0.668</td>
+                <td class="has-text-centered performance-medium">0.655</td>
+                <td class="has-text-centered">0.634</td>
+                <td class="has-text-centered">0.585</td>
+                <td class="has-text-centered">0.553</td>
+                <td class="has-text-centered">0.585</td>
+                <td class="has-text-centered performance-best">0.944</td>
+                <td class="has-text-centered performance-best">0.945</td>
+                <td class="has-text-centered performance-best">0.944</td>
+                <td class="has-text-centered performance-best">0.944</td>
+            </tr>
+            <tr>
+                <td>Claude 3 Haiku</td>
+                <td class="has-text-centered">0.167</td>
+                <td class="has-text-centered">0.349</td>
+                <td class="has-text-centered">0.008</td>
+                <td class="has-text-centered">0.498</td>
+                <td class="has-text-centered">0.517</td>
+                <td class="has-text-centered">0.517</td>
+                <td class="has-text-centered">0.494</td>
+                <td class="has-text-centered">0.619</td>
+                <td class="has-text-centered">0.538</td>
+                <td class="has-text-centered">0.463</td>
+                <td class="has-text-centered">0.538</td>
+                <td class="has-text-centered">0.907</td>
+                <td class="has-text-centered">0.913</td>
+                <td class="has-text-centered">0.907</td>
+                <td class="has-text-centered">0.908</td>
+            </tr>
+            <tr>
+                <td>Cohere Command R 7B</td>
+                <td class="has-text-centered">0.164</td>
+                <td class="has-text-centered">0.319</td>
+                <td class="has-text-centered">0.028</td>
+                <td class="has-text-centered">0.457</td>
+                <td class="has-text-centered">0.446</td>
+                <td class="has-text-centered">0.446</td>
+                <td class="has-text-centered">0.441</td>
+                <td class="has-text-centered">0.609</td>
+                <td class="has-text-centered">0.547</td>
+                <td class="has-text-centered">0.532</td>
+                <td class="has-text-centered">0.547</td>
+                <td class="has-text-centered">0.835</td>
+                <td class="has-text-centered">0.861</td>
+                <td class="has-text-centered">0.835</td>
+                <td class="has-text-centered">0.840</td>
+            </tr>
+            <tr>
+                <td>Cohere Command R +</td>
+                <td class="has-text-centered performance-low">0.106</td>
+                <td class="has-text-centered performance-low">0.274</td>
+                <td class="has-text-centered">0.373</td>
+                <td class="has-text-centered">0.462</td>
+                <td class="has-text-centered">0.459</td>
+                <td class="has-text-centered">0.459</td>
+                <td class="has-text-centered">0.452</td>
+                <td class="has-text-centered">0.608</td>
+                <td class="has-text-centered">0.547</td>
+                <td class="has-text-centered">0.533</td>
+                <td class="has-text-centered">0.547</td>
+                <td class="has-text-centered">0.741</td>
+                <td class="has-text-centered">0.806</td>
+                <td class="has-text-centered">0.741</td>
+                <td class="has-text-centered">0.699</td>
+            </tr>
+            <tr>
+                <td>Google Gemini 1.5 Pro</td>
+                <td class="has-text-centered">0.144</td>
+                <td class="has-text-centered">0.329</td>
+                <td class="has-text-centered">0.149</td>
+                <td class="has-text-centered">0.399</td>
+                <td class="has-text-centered">0.400</td>
+                <td class="has-text-centered">0.400</td>
+                <td class="has-text-centered">0.393</td>
+                <td class="has-text-centered">0.642</td>
+                <td class="has-text-centered performance-low">0.587</td>
+                <td class="has-text-centered performance-medium">0.593</td>
+                <td class="has-text-centered performance-low">0.587</td>
+                <td class="has-text-centered">0.890</td>
+                <td class="has-text-centered">0.895</td>
+                <td class="has-text-centered">0.890</td>
+                <td class="has-text-centered">0.885</td>
+            </tr>
+            <tr>
+                <td>OpenAI gpt-4o</td>
+                <td class="has-text-centered">0.184</td>
+                <td class="has-text-centered">0.317</td>
+                <td class="has-text-centered">-0.089</td>
+                <td class="has-text-centered">0.537</td>
+                <td class="has-text-centered">0.517</td>
+                <td class="has-text-centered">0.517</td>
+                <td class="has-text-centered">0.523</td>
+                <td class="has-text-centered">0.639</td>
+                <td class="has-text-centered">0.515</td>
+                <td class="has-text-centered">0.541</td>
+                <td class="has-text-centered">0.515</td>
+                <td class="has-text-centered performance-low">0.929</td>
+                <td class="has-text-centered performance-low">0.931</td>
+                <td class="has-text-centered performance-low">0.929</td>
+                <td class="has-text-centered performance-low">0.928</td>
+            </tr>
+            <tr>
+                <td>OpenAI o1-mini</td>
+                <td class="has-text-centered">0.120</td>
+                <td class="has-text-centered">0.295</td>
+                <td class="has-text-centered">0.289</td>
+                <td class="has-text-centered performance-best">0.661</td>
+                <td class="has-text-centered performance-best">0.681</td>
+                <td class="has-text-centered performance-best">0.681</td>
+                <td class="has-text-centered performance-best">0.662</td>
+                <td class="has-text-centered performance-medium">0.660</td>
+                <td class="has-text-centered">0.515</td>
+                <td class="has-text-centered">0.542</td>
+                <td class="has-text-centered">0.515</td>
+                <td class="has-text-centered">0.918</td>
+                <td class="has-text-centered">0.917</td>
+                <td class="has-text-centered">0.918</td>
+                <td class="has-text-centered">0.917</td>
+            </tr>
+                                          
                 </tbody>
               </table>
               <div class="content is-small mt-4">
@@ -1744,9 +1842,9 @@
                     <th class="has-text-centered">Precision</th>
                     <th class="has-text-centered">Recall</th>
                     <th class="has-text-centered">F1</th>
-                    <th class="has-text-centered">Accuracy</th>
                     <th class="has-text-centered">Precision</th>
                     <th class="has-text-centered">Recall</th>
+                    <th class="has-text-centered">Accuracy</th>
                     <th class="has-text-centered">F1</th>
                     <th class="has-text-centered">Accuracy</th>
                   </tr>