| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| RVL-CDIP (test) | EAML_Tr-KLD_Reg | Accuracy97.7 | 306 | 3mo ago | |
| Ohsumed (test) | BertGCN | Accuracy72.8 | 54 | 3mo ago | |
| 20 Newsgroups | Multinomial Naive Bayes | Precision97 | 44 | 1d ago | |
| 20 Newsgroups (test) | FRAGE | Accuracy96.93 | 43 | 3mo ago | |
| Reuters | LDS-PN | Accuracy97.9 | 38 | 3mo ago | |
| R52 (test) | Text Level Graph Neural Network | Accuracy94.6 | 29 | 3mo ago | |
| Yelp Polarity | ULMFIT | Accuracy97.8 | 25 | 3mo ago | |
| Wikipedia (test) | Doc2VecC | Classification Error30.24 | 24 | 3mo ago | |
| Tobacco-3482 | Accuracy99.71 | 23 | 3mo ago | ||
| Yahoo Answers | Accuracy76.1 | 23 | 3mo ago | ||
| EURLEX | Qwen-8B | Macro F149.12 | 21 | 15d ago | |
| R8 | S(λij) | Precision100 | 20 | 2mo ago | |
| HoC (test) | BioGPT | F1 (sample average)85.12 | 20 | 3mo ago | |
| R8 (test) | SGC | Accuracy97.2 | 19 | 3mo ago | |
| Tobacco small-3482 | Accuracy95.8 | 18 | 3mo ago | ||
| Amazon Review EN | InfoCTM + LLM-XTM | Accuracy80.03 | 16 | 28d ago | |
| MIMIC | Emb_CPE + MLP | Macro F163.89 | 16 | 3mo ago | |
| SCOTUS | Emb_CPE + MLP | Macro F159.45 | 16 | 3mo ago | |
| ECHR | Emb_CPE + MLP | Macro F1 Score57.74 | 16 | 3mo ago | |
| Cora | Accuracy83.5 | 16 | 3mo ago | ||
| MIND (test) | Hi-Transformer | Accuracy0.8251 | 12 | 3mo ago | |
| MLDoc 1.0 (test) | MultiFiT | Accuracy (DE)0.959 | 12 | 3mo ago | |
| Subjectivity | DiSAN | Accuracy94.2 | 12 | 3mo ago | |
| HND | SW-attention (max-bound) | Accuracy95.5 | 10 | 3mo ago | |
| BBC | SW-attention (unfiltered) | Accuracy100 | 10 | 3mo ago |
