Sentiment Classification on Sentiment140 (test)
87.35AccuracyOATTA
Evaluation results
| Method | Links | |
|---|---|---|
| OATTABackbone=BERT2026.01 | 87.35 | |
| OATTABackbone=D-BERT2026.01 | 86.93 | |
| OATTABackbone=T-BERT2026.01 | 86.27 | |
| Source-OnlyBackbone=BERT2026.01 | 85.84 | |
| Source-OnlyBackbone=D-BERT2026.01 | 85.25 | |
| Source-OnlyBackbone=T-BERT2026.01 | 84.25 | |
| FANGated#Params (M)=95.33, zero-shot=true2025.12 | 61.94 | |
| Q-RUN#Params (M)=66.99, zero-shot=true2025.12 | 61.37 | |
| FAN#Params (M)=95.32, zero-shot=true2025.12 | 60.93 | |
| LSTM#Params (M)=120.14, zero-shot=true2025.12 | 59.79 | |
| Mamba#Params (M)=129.73, zero-shot=true2025.12 | 58.74 | |
| BERT#Params (M)=109.48, zero-shot=true2025.12 | 57.79 |