| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| IMDB (test) | Accuracy97.42 | 306 | 2mo ago | ||
| SST-5 (test) | CAPO | Accuracy62.27 | 189 | 1mo ago | |
| SST-2 | UD+-XXL | Accuracy97.48 | 175 | 1mo ago | |
| SST-2 (test) | Accuracy97.1 | 162 | 1mo ago | ||
| MR | ICL | Accuracy0.939 | 160 | 4mo ago | |
| CR | FADS-ICL | Accuracy96.4 | 141 | 4mo ago | |
| SST2 | ASR99 | 131 | 1mo ago | ||
| SST-5 | MUPPET | Accuracy94.84 | 123 | 2mo ago | |
| CMU-MOSEI (test) | MCULoRA | F1 Score87.26 | 96 | 2mo ago | |
| Sent140 | Instructor | Accuracy85.5 | 79 | 3mo ago | |
| SST | Llama-3.2-1B-Instruct | Accuracy100 | 75 | 1mo ago | |
| IMDB | UD+-XXL | Accuracy97.44 | 73 | 2mo ago | |
| FPB | SC | Accuracy85.78 | 65 | 4mo ago | |
| CMU-MOSEI | WavLM | WF10.7766 | 60 | 2mo ago | |
| CMU-MOSI | ConfSMoE-T | AUC77.02 | 54 | 1mo ago | |
| CR | RoRA | CA93.81 | 54 | 4mo ago | |
| Financial Phrase Bank (test) | FinBERT | Accuracy0.9824 | 53 | 1mo ago | |
| SST-2 | ReLoRA | Top-1 Accuracy (SST-2)97 | 51 | 1mo ago | |
| SST-2 (test) | Clean Accuracy96.43 | 50 | 4mo ago | ||
| SST2 | FRA | Accuracy94.9541 | 47 | 2mo ago | |
| SemEval | GloVe+DeepMoji | Score69.5 | 46 | 1mo ago | |
| SST-2 GLUE | KEN | F1 Score94.9 | 45 | 4mo ago | |
| AR | RLLR | Accuracy70.9 | 45 | 4mo ago | |
| IIT-abuse dataset | Gemini | Accuracy96 | 44 | 17d ago | |
| FOMC | DCS | Accuracy71.08 | 44 | 4mo ago |
