| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MDACE (test) | AttInGrad | Comp Score87 | 40 | 2d ago | |
| WikiBio | Grad-ELLM | AUC π-Soft-NS0.438 | 27 | 2d ago | |
| TellMeWhy | Grad-ELLM | AUC π-Soft-NS0.368 | 27 | 2d ago | |
| BoolQ | Grad-ELLM | AUC π-Soft-NS37 | 27 | 2d ago | |
| SST2 | Grad-ELLM | AUC π-Soft (NS)0.563 | 27 | 2d ago | |
| IMDb | Grad-ELLM | AUC π-Soft-NS57.2 | 27 | 2d ago | |
| ImageNet (val) | Score-CAM | ADCC81.03 | 24 | 4d ago | |
| SciGen (test) | Chain-of-Thought (COT) | SummaC Score0.2822 | 12 | 4d ago | |
| BookSum (test) | GPT-5 | SummaC40.71 | 12 | 4d ago | |
| Multi-News (test) | GPT-5 | SummaC38.5 | 12 | 4d ago | |
| ArXiv (test) | o3 | SummaC53.58 | 12 | 4d ago | |
| WikiHow (test) | GPT-5 | SummaC39.06 | 12 | 4d ago | |
| Reddit (test) | GPT-5 | SummaC34.39 | 12 | 4d ago | |
| SAMSum (test) | GPT-5 | SummaC29.58 | 12 | 4d ago | |
| CNN/DM (test) | SummaC35.56 | 12 | 4d ago | ||
| CNN/DM | AUPC33.2 | 12 | 4d ago | ||
| XSUM | MExGen C-LIME | AUPC22.4 | 12 | 4d ago | |
| Qasper yes/no question answering | Focus-LIME | AOPC@100.102 | 10 | 4d ago | |
| FRANK | QAFactEval | Pearson Corr0.841 | 10 | 4d ago | |
| SQuAD | MExGen C-LIME | AUPC62.7 | 8 | 4d ago | |
| SPD-Faith Bench (test) | SAGE | DS46.2 | 7 | 4d ago | |
| SST2P | SMGNN | Fid-8 | 6 | 2d ago | |
| MUTAG | GSAT | Fid-13 | 6 | 2d ago | |
| MNISTsp | GSAT | Fid-65 | 6 | 2d ago | |
| RBGV | GSAT | Fid-7 | 6 | 2d ago |
