ML Research Wiki / Benchmarks / Sentiment Analysis / Sentiment Merged

Sentiment Merged

Sentiment Analysis Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: Macro F1

Top Performing Models

Rank Model Paper Macro F1 Date Code
1 GPT-4o Fine-Tuned (Minimal) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 86.99 2024-12-29 📦 jbeno/sentiment
2 GPT-4o-mini Fine-Tuned ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 86.77 2024-12-29 📦 jbeno/sentiment
3 GPT-4o-mini + ELECTRA Large FT (Prompt, Label) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 83.49 2024-12-29 📦 jbeno/sentiment
4 GPT-4o + ELECTRA Large FT (Prompt, Label, Examples) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 83.09 2024-12-29 📦 jbeno/sentiment
5 GPT-4o-mini + ELECTRA Base FT (Prompt, Label) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 82.74 2024-12-29 📦 jbeno/sentiment
6 ELECTRA Large Fine-Tuned ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 82.36 2024-12-29 📦 jbeno/sentiment
7 GPT-4o + ELECTRA Large FT (Prompt, Label) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 81.57 2024-12-29 📦 jbeno/sentiment
8 GPT-4o (Prompt) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 80.14 2024-12-29 📦 jbeno/sentiment
9 GPT-4o-mini (Prompt) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 79.52 2024-12-29 📦 jbeno/sentiment
10 ELECTRA Base Fine-Tuned ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 79.29 2024-12-29 📦 jbeno/sentiment

All Papers (10)

jbeno/sentiment
jbeno/sentiment

ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis

2024
GPT-4o-mini + ELECTRA Large FT (Prompt, Label)
jbeno/sentiment

ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis

2024
GPT-4o + ELECTRA Large FT (Prompt, Label, Examples)
jbeno/sentiment

ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis

2024
GPT-4o-mini + ELECTRA Base FT (Prompt, Label)
jbeno/sentiment
jbeno/sentiment

ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis

2024
GPT-4o + ELECTRA Large FT (Prompt, Label)
jbeno/sentiment
jbeno/sentiment
jbeno/sentiment
jbeno/sentiment