Sentiment Analysis on SST-3

Metric: Macro F1 (higher is better)

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#	Model↕	Macro F1▼	Extra Data	Paper	Date↕	Code
1	GPT-4o-mini Fine-Tuned	75.68	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
2	GPT-4o Fine-Tuned (Minimal)	73.99	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
3	GPT-4o + ELECTRA Large FT	72.94	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
4	GPT-4o (Prompt)	72.2	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
5	GPT-4o + ELECTRA Large FT (Prompt, Label, Examples)	72.06	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
6	GPT-4o-mini + ELECTRA Large FT (Prompt, Label, Examples)	71.98	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
7	GPT-4o-mini + ELECTRA Base FT	71.72	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
8	GPT-4o-mini + ELECTRA Large FT (Prompt, Label)	70.99	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
9	ELECTRA Large Fine-Tuned	70.9	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
10	GPT-4o-mini (Prompt)	70.67	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code
11	ELECTRA Base Fine-Tuned	69.95	No	ELECTRA and GPT-4o: Cost-Effective Partners for ...	2024-12-29	Code

#1GPT-4o-mini Fine-TunedSOTA
75.68
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#2GPT-4o Fine-Tuned (Minimal)
73.99
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#3GPT-4o + ELECTRA Large FT
72.94
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#4GPT-4o (Prompt)
72.2
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#5GPT-4o + ELECTRA Large FT (Prompt, Label, Examples)
72.06
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#6GPT-4o-mini + ELECTRA Large FT (Prompt, Label, Examples)
71.98
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#7GPT-4o-mini + ELECTRA Base FT
71.72
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#8GPT-4o-mini + ELECTRA Large FT (Prompt, Label)
70.99
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#9ELECTRA Large Fine-Tuned
70.9
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#10GPT-4o-mini (Prompt)
70.67
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code
#11ELECTRA Base Fine-Tuned
69.95
Macro F1· 2024-12-29
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis Code