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SotA/Natural Language Processing/Sentiment Analysis/DynaSent

Sentiment Analysis on DynaSent

Metric: Macro F1 (higher is better)

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#Model↕Macro F1▼Extra DataPaperDate↕Code
1GPT-4o Fine-Tuned (Minimal)89NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code
2GPT-4o-mini Fine-Tuned86.9NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code
3GPT-4o + ELECTRA Large FT (Prompt, Label, Examples)81.53NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code
4GPT-4o (Prompt)80.22NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code
5GPT-4o-mini + ELECTRA Large FT (Prompt, Label, Probabilities)79.72NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code
6GPT-4o-mini + ELECTRA Large FT (Prompt, Label)77.94NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code
7GPT-4o + ELECTRA Large FT77.69NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code
8GPT-4o-mini (Prompt)77.35NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code
9ELECTRA Large Fine-Tuned76.29NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code
10GPT-4o-mini + ELECTRA Base FT76.19NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code
11ELECTRA Base Fine-Tuned71.83NoELECTRA and GPT-4o: Cost-Effective Partners for ...2024-12-29Code