| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MMLU | MMLU Accuracy82.03 | 64 | 1mo ago | ||
| Natural Questions (NQ) (Evaluation) | GRADEpre | Accuracy83 | 45 | 3mo ago | |
| C-Eval (test) | TopoPrior+ARG | Natural Sciences Score93.02 | 36 | 2mo ago | |
| IKP | Accuracy (IKP)71.9 | 30 | 2mo ago | ||
| KMMLU, KMMLU Redux, KMMLU Pro, CLIcK, KoBALT, MMLU Pro, GPQA Diamond | DeepSeek-V3.1 | Accuracy85.1 | 21 | 4mo ago | |
| MMLU-Redux | Brier Score0.1083 | 18 | 4mo ago | ||
| HLE | VRPO | Accuracy3.94 | 12 | 1mo ago | |
| ArabicMMLU | Accuracy81.23 | 10 | 4mo ago | ||
| OALL v2 | Accuracy77.44 | 9 | 4mo ago | ||
| M MMLU_c | ML | Accuracy (MMLU_c)29.87 | 7 | 3mo ago | |
| Include_c | ML (15%) | Accuracy37.8 | 7 | 3mo ago | |
| GMMLU c | MKC-e | Accuracy32 | 7 | 3mo ago | |
| Cmmlu_c | ML (Q3) | Accuracy36.88 | 7 | 3mo ago | |
| MMLU (test) | Accuracy84.6 | 6 | 24d ago | ||
| KMMLU (test) | LuckyStar 111B | Accuracy68.6 | 6 | 24d ago | |
| SuperGPQA Continual | STOC | Accuracy15.85 | 6 | 2mo ago | |
| SuperGPQA (Original) | STOC | Accuracy11.01 | 6 | 2mo ago | |
| MMLU-Redux 2.0 (Continual) | STOC | Accuracy33.49 | 6 | 2mo ago | |
| MMLU-Redux 2.0 (Original) | STOC | Accuracy42.03 | 6 | 2mo ago | |
| MMLU (Continual) | STOC | Accuracy32.03 | 6 | 2mo ago | |
| Winogrande (Evaluation) | Disagreement | Accuracy58 | 6 | 4mo ago | |
| WikiText (eval) | Disagreement | BPB0.777 | 6 | 4mo ago | |
| PopQA (Evaluation) | GAME-LoRA | Accuracy11.2 | 6 | 4mo ago | |
| MMLU STEM | TSD-KD | Accuracy49.7 | 5 | 4mo ago | |
| Overall Knowledge Aggregation (Aggregate) | CAD | Improvement (%)40 | 5 | 4mo ago |
