| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| IMDB (test) | Accuracy97.42 | 306 | 14d ago | ||
| SST-5 (test) | CAPO | Accuracy62.27 | 177 | 1mo ago | |
| SST-2 | UD+-XXL | Accuracy97.48 | 165 | 2mo ago | |
| MR | ICL | Accuracy0.939 | 160 | 2mo ago | |
| SST-2 (test) | Accuracy97.1 | 144 | 1d ago | ||
| CR | FADS-ICL | Accuracy96.4 | 141 | 2mo ago | |
| SST-5 | MUPPET | Accuracy94.84 | 123 | 14d ago | |
| CMU-MOSEI (test) | MCULoRA | F1 Score87.26 | 96 | 13d ago | |
| Sent140 | Instructor | Accuracy85.5 | 79 | 1mo ago | |
| SST | Llama-3.2-1B-Instruct | Accuracy100 | 75 | 1d ago | |
| IMDB | UD+-XXL | Accuracy97.44 | 73 | 26d ago | |
| FPB | SC | Accuracy85.78 | 65 | 2mo ago | |
| CMU-MOSEI | WavLM | WF10.7766 | 60 | 21d ago | |
| CMU-MOSI | ConfSMoE-T | AUC77.02 | 54 | 11d ago | |
| CR | RoRA | CA93.81 | 54 | 3mo ago | |
| SST-2 (test) | Clean Accuracy96.43 | 50 | 3mo ago | ||
| SST2 | FRA | Accuracy94.9541 | 47 | 27d ago | |
| SemEval | GloVe+DeepMoji | Score69.5 | 46 | 1d ago | |
| SST-2 GLUE | KEN | F1 Score94.9 | 45 | 3mo ago | |
| AR | RLLR | Accuracy70.9 | 45 | 3mo ago | |
| FOMC | DCS | Accuracy71.08 | 44 | 2mo ago | |
| DynaSent | DOPA* | Accuracy70.9 | 42 | 1d ago | |
| SST-2 (dev) | UNIMO | Accuracy96.8 | 41 | 3mo ago | |
| Yelp P. (test) | SWEM-hier | Accuracy95.81 | 40 | 3mo ago | |
| Financial Phrasebank | ColD-Fusion | Accuracy86.72 | 37 | 3mo ago |
