ML Research Wiki / Benchmarks / Sentiment Analysis / DynaSent

DynaSent

Sentiment Analysis Benchmark

Performance Over Time

📊 Showing 12 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 89.00 2024-12-29 📦 jbeno/sentiment
2 GPT-4o-mini Fine-Tuned ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 86.90 2024-12-29 📦 jbeno/sentiment
3 GPT-4o + ELECTRA Large FT (Prompt, Label, Examples) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 81.53 2024-12-29 📦 jbeno/sentiment
4 GPT-4o (Prompt) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 80.22 2024-12-29 📦 jbeno/sentiment
5 GPT-4o-mini + ELECTRA Large FT (Prompt, Label, Probabilities) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 79.72 2024-12-29 📦 jbeno/sentiment
6 GPT-4o-mini + ELECTRA Large FT (Prompt, Label) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 77.94 2024-12-29 📦 jbeno/sentiment
7 GPT-4o + ELECTRA Large FT ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 77.69 2024-12-29 📦 jbeno/sentiment
8 GPT-4o-mini (Prompt) ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 77.35 2024-12-29 📦 jbeno/sentiment
9 ELECTRA Large Fine-Tuned ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 76.29 2024-12-29 📦 jbeno/sentiment
10 GPT-4o-mini + ELECTRA Base FT ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis 76.19 2024-12-29 📦 jbeno/sentiment

All Papers (12)

jbeno/sentiment
jbeno/sentiment

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

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

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

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

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

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