CMMLU
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Chinese Multitask Language Understanding | CMMLU | Accuracy86.48 | 69 | |
| Language Understanding | CMMLU | Accuracy90.1 | 65 | |
| General Knowledge | CMMLU | Accuracy89.5 | 50 | |
| Multitask Language Understanding | CMMLU (test) | Accuracy78.3 | 38 | |
| Multi-task Language Understanding | CMMLU | Accuracy89.44 | 33 | |
| Multilingual Understanding | CMMLU | Score81.5 | 32 | |
| Chinese General Knowledge | CMMLU | Accuracy90.9 | 25 | |
| Knowledge | CMMLU | Knowledge Score84.72 | 25 | |
| Examination | CMMLU | Score61.3 | 20 | |
| Chinese Language Knowledge and Reasoning | CMMLU | Score77.01 | 14 | |
| General Language Understanding | CMMLU | Overall Accuracy77.3 | 14 | |
| Comprehensive Examination | CMMLU (test) | Accuracy68.1 | 14 | |
| Chinese Language Understanding | CMMLU (test) | CMMLU Score0.574 | 13 | |
| Chinese Language Understanding | CMMLU | Score90.9 | 10 | |
| General Reasoning | CMMLU (test) | Accuracy64.1 | 8 | |
| Comprehensive cognitive reasoning | CMMLU | Score53.45 | 8 | |
| Knowledge Evaluation | Cmmlu_c | Accuracy36.88 | 7 | |
| Chinese multiple-choice evaluation | CMMLU | CMMLU College Mathematics Accuracy61.9 | 6 | |
| Question Answering | CMMLU | Accuracy88.1 | 6 | |
| Multilingual Knowledge | CMMLU | CMMLU Score71.8 | 6 | |
| Medical Knowledge Evaluation | CMMLU Med | Accuracy86.89 | 5 | |
| Knowledge & Reasoning | CMMLU | Accuracy63.4 | 4 | |
| General Domains | CMMLU | Accuracy0.865 | 4 | |
| World Knowledge | CMMLU | Exact Match (EM)90.8 | 3 | |
| Reasoning | CMMLU | Accuracy (Reasoning)0.5695 | 3 |
Showing 25 of 32 rows