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Benchmarks
Sentiment and Topic Classification on SST-2 (test)
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96.4
Macro F1
GPT-3 (CC)
78.72
83.31
87.9
92.49
May 28, 2023
Macro F1
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro F1
GPT-3 (CC)
Backbone=GPT-3, Prompt...
2023.05
96.4
GPT-3 (DC)
Backbone=GPT-3, Prompt...
2023.05
96.3
GPT-3 (Original)
Backbone=GPT-3, Prompt...
2023.05
96
GPT-J (DC)
Backbone=GPT-J, Prompt...
2023.05
94
GPT-J (Original)
Backbone=GPT-J, Prompt...
2023.05
91
GPT-J (CC)
Backbone=GPT-J, Prompt...
2023.05
90.8
RoBERTa-large (Domain-context Calibration)
Model=RoBERTa-large, S...
2023.05
87.2
RoBERTa-large (Original)
Model=RoBERTa-large, S...
2023.05
82.5
RoBERTa-large (Context Calibration)
Model=RoBERTa-large, S...
2023.05
79.4
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