Language Modeling Downstream Evaluation on English Downstream Tasks 12 tasks
47.13Reading ComprehensionMuRater
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MuRater2025.07 | 47.13 | 59.95 | 22.53 | 51.23 | |
| DCLM2025.07 | 46 | 58.99 | 22.37 | 50.23 | |
| FineWeb_Edu2025.07 | 45.71 | 57.49 | 22 | 49.49 | |
| Uniform (+50% data)2025.07 | 43.93 | 59.06 | 20.36 | 48.7 | |
| QuRater2025.07 | 43.54 | 58.58 | 20.47 | 48.33 | |
| AskLLM2025.07 | 42.83 | 58.4 | 20.21 | 47.82 |