Sentihood
Aspect
BERT-pair-QA-M
Aspect-Based Sentiment Analysis
86.4
Sentihood
Sentiment
BERT-pair-QA-M
Aspect-Based Sentiment Analysis
93.6
Sentihood
Aspect (AUC)
BERT-pair-NLI-M
Aspect-Based Sentiment Analysis
97.5
Sentihood
Aspect
BERT-pair-QA-B
Aspect-Based Sentiment Analysis
87.9
Sentihood
Sentiment
BERT-pair-QA-B
Aspect-Based Sentiment Analysis
93.3
Sentihood
Sentiment (AUC)
BERT-pair-QA-B
Aspect-Based Sentiment Analysis
97.0
Sentihood
Aspect (Accuracy)
BERT-pair-NLI-B
Aspect-Based Sentiment Analysis
79.8
SemEval 2014 Task 4 Subtask 3
Precision
BERT-pair-NLI-B
Aspect Category Detection
93.57
SemEval 2014 Task 4 Subtask 3
Recall
BERT-pair-NLI-B
Aspect Category Detection
90.83
SemEval 2014 Task 4 Subtask 3
F1 score
BERT-pair-NLI-B
Aspect Category Detection
92.18
SemEval 2014 Task 4 Subtask 4
Accuracy (4-way)
BERT-pair-QA-B
Aspect-Based Sentiment Analysis
85.9
SemEval 2014 Task 4 Subtask 4
Accuracy (3-way)
BERT-pair-QA-B
Aspect-Based Sentiment Analysis
89.9
SemEval 2014 Task 4 Subtask 4
Binary Accuracy
BERT-pair-QA-B
Aspect-Based Sentiment Analysis
95.6