Sentiment Classification on Twitter Financial News (test)
83F1 ScoreNDT [-1,1]
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NDT [-1,1]Ncomp=42026.03 | 83 | 83.08 | 83 | 94.3 | |
| NDT (−∞,∞)Ncomp=42026.03 | 83 | 83.33 | 82.9 | 94.8 | |
| NDT [0,1]Ncomp=42026.03 | 82.9 | 83.25 | 82.8 | 94.8 | |
| NDT [-1,1]Ncomp=22026.03 | 82.7 | 82.66 | 82.7 | 93.7 | |
| NDT [0,∞)Ncomp=32026.03 | 82.7 | 82.75 | 82.7 | 93.4 | |
| NDT [0,1]Ncomp=32026.03 | 82.4 | 82.5 | 82.6 | 94.1 | |
| NDT [0,∞)Ncomp=42026.03 | 82.4 | 82.41 | 82.4 | 93.6 | |
| NDT (−∞,∞)Ncomp=22026.03 | 82.4 | 82.41 | 82.5 | 93.9 | |
| NDT [-1,1]Ncomp=32026.03 | 82.2 | 82.33 | 82.3 | 94.2 | |
| NDT (−∞,∞)Ncomp=32026.03 | 82.2 | 82.33 | 82.2 | 93.9 | |
| Differential TransformerNcomp=22026.03 | 82.1 | 82.33 | 81.9 | 94.5 | |
| Vanilla TransformerNcomp=–2026.03 | 81.7 | 81.99 | 81.7 | 93.6 | |
| NDT [0,∞)Ncomp=22026.03 | 81.2 | 81.49 | 81.4 | 93.9 | |
| NDT [0,1]Ncomp=22026.03 | 80.8 | 80.9 | 80.8 | 94 | |
| PAD2025.11 | 0.553 | — | — | — | |
| MMD²2025.11 | 0.547 | — | — | — | |
| Mauve2025.11 | 0.546 | — | — | — | |
| MDM2025.11 | 0.542 | — | — | — | |
| Lens 32Bvariant=debiased2025.11 | 0.52 | — | — | — | |
| Lens 7Bvariant=biased2025.11 | 0.512 | — | — | — | |
| Lens 32Bvariant=biased2025.11 | 0.51 | — | — | — | |
| Lens 7Bvariant=debiased2025.11 | 0.505 | — | — | — | |
| Test mean2025.11 | 0.496 | — | — | — |