| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AG-News | Accuracy95.58 | 225 | 1mo ago | ||
| DBPedia | FADS-ICL | Accuracy99.1 | 131 | 12d ago | |
| AG News (test) | CUD | Accuracy94.91 | 116 | 13d ago | |
| AG's News | ASR100 | 70 | 1mo ago | ||
| DBPedia (test) | ManualVerb | Accuracy96.46 | 64 | 3mo ago | |
| AGNEWS | Antibody | FA Score87.3 | 58 | 7d ago | |
| AG's News (test) | CACC94.45 | 43 | 3mo ago | ||
| Yahoo | inversedMixup | Accuracy70.3 | 42 | 3mo ago | |
| Yahoo (test) | Accuracy77.1 | 36 | 3mo ago | ||
| AGNews | DC | Macro-F188.07 | 30 | 2mo ago | |
| Yahoo Answers Topics | Accuracy66 | 26 | 3mo ago | ||
| Reuters-21578 (test) | Fusion | Accuracy0.923 | 25 | 26d ago | |
| Sogou News (test) | Test Error Rate2.81 | 24 | 3mo ago | ||
| AGNEWS | AsFT | Accuracy (Acc)91.3 | 18 | 2mo ago | |
| NYT (test) | NLI-ST | Accuracy92.5 | 18 | 3mo ago | |
| AGNEWS | Clean Acc94.4 | 16 | 3mo ago | ||
| AGNews | SampleShielder | Clean Acc Change (Abs %)-4.1 | 16 | 3mo ago | |
| Situation | SBERT | Accuracy46.6 | 16 | 3mo ago | |
| AG News (test) | Badnets CACC93.79 | 15 | 3mo ago | ||
| MCEval Agnews 8K (test) | Act | Accuracy88.3 | 14 | 3mo ago | |
| AGNEWS (test) | Hit Score (HS)56.9 | 14 | 3mo ago | ||
| Yahoo Answers (test) | SPoT | F1 Score (Test)61.3 | 12 | 20d ago | |
| Consumer Finance (test) | BERT Seq-CLS | Accuracy82.6 | 12 | 3mo ago | |
| Patent (test) | BERT Seq-CLS | Accuracy64.1 | 12 | 3mo ago | |
| Multi EURLEX (test) | BERT Seq-CLS | Accuracy94.8 | 12 | 3mo ago |
