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Sentiment Analysis On Sst 3

Metrics

Macro F1

Results

Performance results of various models on this benchmark

Model Name	Macro F1	Paper Title	Repository
GPT-4o-mini + ELECTRA Base FT	71.72	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis
ELECTRA Base Fine-Tuned	69.95	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis
GPT-4o-mini + ELECTRA Large FT (Prompt, Label)	70.99	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis
GPT-4o + ELECTRA Large FT	72.94	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis
GPT-4o-mini (Prompt)	70.67	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis
GPT-4o Fine-Tuned (Minimal)	73.99	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis
GPT-4o (Prompt)	72.2	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis
ELECTRA Large Fine-Tuned	70.90	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis
GPT-4o-mini + ELECTRA Large FT (Prompt, Label, Examples)	71.98	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis
GPT-4o-mini Fine-Tuned	75.68	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis
GPT-4o + ELECTRA Large FT (Prompt, Label, Examples)	72.06	ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis

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