Sentiment Analysis on DynaSent

Metric: Macro F1 (higher is better)

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#	Model↕	Macro F1▼	Extra Data	Paper	Date↕	Code
1	GPT-4o Fine-Tuned (Minimal)	89	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
2	GPT-4o-mini Fine-Tuned	86.9	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
3	GPT-4o + ELECTRA Large FT (Prompt, Label, Examples)	81.53	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
4	GPT-4o (Prompt)	80.22	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
5	GPT-4o-mini + ELECTRA Large FT (Prompt, Label, Probabilities)	79.72	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
6	GPT-4o-mini + ELECTRA Large FT (Prompt, Label)	77.94	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
7	GPT-4o + ELECTRA Large FT	77.69	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
8	GPT-4o-mini (Prompt)	77.35	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
9	ELECTRA Large Fine-Tuned	76.29	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
10	GPT-4o-mini + ELECTRA Base FT	76.19	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
11	ELECTRA Base Fine-Tuned	71.83	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code

#1GPT-4o Fine-Tuned (Minimal)SOTA
89
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#2GPT-4o-mini Fine-Tuned
86.9
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#3GPT-4o + ELECTRA Large FT (Prompt, Label, Examples)
81.53
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#4GPT-4o (Prompt)
80.22
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#5GPT-4o-mini + ELECTRA Large FT (Prompt, Label, Probabilities)
79.72
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#6GPT-4o-mini + ELECTRA Large FT (Prompt, Label)
77.94
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#7GPT-4o + ELECTRA Large FT
77.69
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#8GPT-4o-mini (Prompt)
77.35
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#9ELECTRA Large Fine-Tuned
76.29
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#10GPT-4o-mini + ELECTRA Base FT
76.19
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#11ELECTRA Base Fine-Tuned
71.83
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code