| GLUE | | Accuracy92.5 | | 66 | 4d ago |
| GLUE v1 (test dev) | BOMF (Ours) | MNLI87.86 | | 40 | 3d ago |
| Standard Downstream Tasks Suite (SciQ, PIQA, WinoGrande, ARC-E, ARC-C, HellaSwag, LogiQA, BoolQ, LAMBADA, MMLU) | ConceptLM | Average Accuracy48.3 | | 32 | 4d ago |
| General LLM Benchmarks (ARC-C, CSQA, HellaSwag, LAMBADA, MMLU, OpenBookQA, PIQA, Winogrande) (test) | | ARC-C Accuracy59.5 | | 22 | 4d ago |
| 12-task evaluation suite (test) | Efficient-DLM 8B | Average Score71.62 | | 20 | 4d ago |
| C-Eval (val) | Qwen-1.5 14B (Teacher) | Accuracy78.68 | | 18 | 4d ago |
| General Ability Suite (C-QA, T-QA, LAM, MMLU, L-Code) | | Average Score48.1 | | 16 | 4d ago |
| CMMLU | NBDiff-7B-BASE | Overall Accuracy77.3 | | 14 | 3d ago |
| General Language Tasks Suite (WikiText-2, MMLU, PIQA, HellaSwag, WinoGrande, ARC-Challenge) standard (various) | | PPL4.88 | | 13 | 3d ago |
| BIG-bench Mimicked | | Sports Score99.7 | | 11 | 3d ago |
| BIG-bench Original | | Sports Score99.4 | | 11 | 3d ago |
| P3 v1 (unseen) | T0-11B | RTE Accuracy80.83 | | 11 | 3d ago |
| MMLU, AGIEval | TSV-M + OrthoMerge-G | MMLU Score0.5592 | | 10 | 3d ago |
| Open LLM Leaderboard (test) | | ARC62.03 | | 9 | 4d ago |
| General Downstream Tasks Aggregate | PonderLM-2-Pythia-1.4B | Average Accuracy59.5 | | 8 | 4d ago |
| Composite Evaluation Suite C3 to CMMLU | | Avg Accuracy0.492 | | 8 | 4d ago |
| Russian SuperGLUE (test) | Human Performance | LiDiRus (Corr)62.6 | | 8 | 3d ago |
| Open LLM leaderboard | HyPO-Llama-3 | Average Score65.51 | | 7 | 4d ago |
| General NLP Evaluation Suite (CMNLI, HellaSwag, PIQA, CHID, WinoGrande, CSQA, BoolQ, MMLU, CMMLU, RACE) Llama3-8B expanded to 48 layers (test) | LESA-6k | PPL5.13 | | 6 | 3d ago |
| GLUE benchmark v1 (test) | AFLORA | COLA Score72.01 | | 6 | 4d ago |
| General Benchmarks (MMLU, AlpacaEval, Arena-Hard) | Qwen2.5-7B + DataFlow-Chat-15K | MMLU Accuracy73.41 | | 4 | 3d ago |
| CEval | NBDiff-7B-BASE | Accuracy73 | | 4 | 4d ago |
| KoBALT | gpt-oss-120b | Score52.6 | | 4 | 3d ago |
| HAE-RAE v1.1 | Solar Open | Score73.3 | | 4 | 3d ago |
| KMMLU-Pro | Solar Open | Score64 | | 4 | 3d ago |
