Update README.md

README.md

@@ -31,13 +31,234 @@ dataset_info:
     dtype: string
   splits:
   - name: train
-    num_bytes: 22063247130.0
+    num_bytes: 32462670063.0
     num_examples: 13000
-  download_size: 7328555407
-  dataset_size: 22063247130.0
+  download_size: 6565441182
+  dataset_size: 32462670063.0
 configs:
 - config_name: default
   data_files:
   - split: train
     path: data/train-*
+license: cdla-permissive-2.0
+task_categories:
+- text-to-image
+- image-to-text
+- image-classification
+- reinforcement-learning
+language:
+- en
+tags:
+- Human
+- Preference
+- Coherence
+- Alignment
+- country
+- language
+- flux
+- midjourney
+- dalle3
+- stabeldiffusion
+- alignment
+- flux1.1
+- flux1
+- imagen3
+- aurora
+- lumina
+- recraft
+- recraft v2
+- ideogram
+- frames
+- reve ai
+- halfmoon
+- hidream
+- Imagen4
+- imagen-4.0-ultra-generate-exp-05-20
+size_categories:
+- 100K<n<1M
+pretty_name: Hidream-I1-full vs. Halfmoon / OpenAI 4o / Ideogram V2 / Recraft V2 / Lumina-15-2-25 /
+  Frames-23-1-25 / Aurora / imagen-3 / Flux-1.1-pro / Flux-1-pro / Dalle-3 / Midjourney-5.2
+  / Stabel-Diffusion-3 - Human Preference Dataset
 ---
+
+<style>
+
+.vertical-container {
+    display: flex;  
+    flex-direction: column;
+    gap: 60px;  
+}
+
+.image-container img {
+  max-height: 250px; /* Set the desired height */
+  margin:0;
+  object-fit: contain; /* Ensures the aspect ratio is maintained */
+  width: auto; /* Adjust width automatically based on height */
+  box-sizing: content-box;
+}
+
+.image-container {
+  display: flex; /* Aligns images side by side */
+  justify-content: space-around; /* Space them evenly */
+  align-items: center; /* Align them vertically */
+  gap: .5rem
+}
+
+  .container {
+    width: 90%;
+    margin: 0 auto;
+  }
+
+  .text-center {
+    text-align: center;
+  }
+
+  .score-amount {
+margin: 0;
+margin-top: 10px;
+  }
+
+  .score-percentage {Score: 
+    font-size: 12px;
+    font-weight: semi-bold;
+  }
+  
+</style>
+
+# Rapidata Imagen 4 Preference
+
+<a href="https://www.rapidata.ai">
+<img src="https://cdn-uploads.huggingface.co/production/uploads/66f5624c42b853e73e0738eb/jfxR79bOztqaC6_yNNnGU.jpeg" width="400" alt="Dataset visualization">
+</a>
+
+This T2I dataset contains over 195k human responses from over 38k individual annotators, collected in just ~1 Day using the [Rapidata Python API](https://docs.rapidata.ai), accessible to anyone and ideal for large scale evaluation.
+Evaluating Imagen 4(imagen-4.0-ultra-generate-exp-05-20) across three categories: preference, coherence, and alignment.
+
+Explore our latest model rankings on our [website](https://www.rapidata.ai/benchmark).
+
+If you get value from this dataset and would like to see more in the future, please consider liking it ❤️
+
+## Overview
+
+This T2I dataset contains over 195k human responses from over 38k individual annotators, collected in just ~1 Day.
+Evaluating Imagen 4(imagen-4.0-ultra-generate-exp-05-20) across three categories: preference, coherence, and alignment.
+
+The evaluation consists of 1v1 comparisons between Imagen 4(imagen-4.0-ultra-generate-exp-05-20) and 14 other models: Hidream I1 full, Halfmoon-4-4-2025, OpenAI 4o-26-3-25, Ideogram V2, Recraft V2, Lumina-15-2-25, Frames-23-1-25, Imagen-3, Flux-1.1-pro, Flux-1-pro, DALL-E 3, Midjourney-5.2, Stable Diffusion 3, Aurora and Janus-7b.
+> **Note:** The number following the model name (e.g., Halfmoon-4-4-2025) represents the date (April 4, 2025) on which the images were generated to give an understanding of what model version was used.
+## Alignment
+
+The alignment score quantifies how well an video matches its prompt. Users were asked: "Which image matches the description better?".
+
+<div class="vertical-container">
+  <div class="container">
+   <div class="text-center">
+      <q>A blue cup and a green cell phone.</q>
+    </div>
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Imagen 4 </h3>
+        <div class="score-percentage">Score: 100%</div>
+        <img style="border: 3px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/8JcDYOeviHCwVQo0vLMB-.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Frames-23-1-25 </h3>
+        <div class="score-percentage">Score: 0%</div>
+        <img src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/WmHuNZY4M_NWUMSTSofNL.jpeg" width=500>
+      </div>
+    </div>
+  </div>
+
+  <div class="container">
+   <div class="text-center">
+      <q>A person is walking with a guidebook and taking a tour of a historic site.</q>
+    </div>
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Imagen 4</h3>
+        <div class="score-percentage">Score: 0%</div>
+        <img  src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/RiyfAra-C5QcCT9lDiohg.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Aurora</h3>
+        <div class="score-percentage">Score: 100%</div>
+        <img style="border: 3px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/SPbiu_SE8S4vRv6p0OZHo.jpeg" width=500>
+      </div>
+    </div>
+  </div>
+</div>
+
+## Coherence
+
+The coherence score measures whether the generated video is logically consistent and free from artifacts or visual glitches. Without seeing the original prompt, users were asked: "Which image has **more** glitches and is **more** likely to be AI generated?"
+
+<div class="vertical-container">
+  <div class="container">
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Imagen 4 </h3>
+        <div class="score-percentage">Glitch Rating: 0%</div>
+        <img style="border: 3px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/X2jimr0Icoqb4RlX6jG1j.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Stable Diffusion 3 </h3>
+        <div class="score-percentage">Glitch Rating: 100%</div>
+        <img src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/UUllaDc48oxLXxeXbF_CD.jpeg" width=500>
+      </div>
+    </div>
+  </div>
+
+   <div class="container">
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Imagen 4 </h3>
+        <div class="score-percentage">Glitch Rating: 100%</div>
+        <img src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/1a5dQzX2XxTLIUcgimocy.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Ideogram</h3>
+        <div class="score-percentage">Glitch Rating: 0%</div>
+        <img style="border: 3px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/pI5B7RxysOcUhVEzdqHFq.jpeg" width=500>
+      </div>
+    </div>
+  </div>   
+</div>
+
+## Preference
+
+The preference score reflects how visually appealing participants found each image, independent of the prompt. Users were asked: "Which image do you prefer?"
+
+<div class="vertical-container">
+  <div class="container">
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Imagen 4</h3>
+        <div class="score-percentage">Score: 81.83%</div>
+        <img style="border: 3px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/b3ny4C5fRdfnoIlK3ocFi.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Frames-23-1-25</h3>
+        <div class="score-percentage">Score: 18.17%</div>
+        <img src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/KDJSo6s6FMKpXiovP03cJ.jpeg" width=500>
+      </div>
+    </div>
+  </div>
+
+   <div class="container">
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Imagen 4 </h3>
+        <div class="score-percentage">Score: 27.42%</div>
+        <img  src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/-g7n1pP8QRU0Gcv-iKF4q.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Frames-23-1-25 </h3>
+        <div class="score-percentage">Score: 72.58%</div>
+        <img style="border: 3px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/664dcc6296d813a7e15e170e/BMXzpF1loC3wVfWuyj5VX.jpeg" width=500>
+      </div>
+    </div>
+  </div>
+</div>
+
+## About Rapidata
+
+Rapidata's technology makes collecting human feedback at scale faster and more accessible than ever before. Visit [rapidata.ai](https://www.rapidata.ai/) to learn more about how we're revolutionizing human feedback collection for AI development.