General Language Capability on DCLM CORE v2 (test)
61.9Commonsense ScoreWebOrganizer+
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| WebOrganizer+Model Scale=1B2026.06 | 61.9 | 41.4 | 39.1 | 21.9 | 38.8 | 43.4 | |
| WEBGRAPHMIX+Model Scale=1B, alpha=0.5, strategy=Betweenness centrality + DCLM-fasttext, mixture=Top-K/Bottom-K2026.06 | 60.8 | 42.6 | 39.7 | 22.6 | 41.9 | 43.8 | |
| QualityModel Scale=1B, Criterion=DCLM-fasttext2026.06 | 59.8 | 38.1 | 38.9 | 20.7 | 42.8 | 42.3 | |
| WebOrganizerModel Scale=1B2026.06 | 59.6 | 39.2 | 38 | 22.5 | 38.3 | 42.1 | |
| WEBGRAPHMIXModel Scale=1B, alpha=0.5, strategy=Betweenness centrality, mixture=Top-K/Bottom-K2026.06 | 59.5 | 39.4 | 35.4 | 21.4 | 40.2 | 41.4 | |
| RandomModel Scale=1B2026.06 | 57.3 | 37.9 | 34.2 | 19 | 39.9 | 39.8 | |
| PageRankModel Scale=1B2026.06 | 56.9 | 37.4 | 34.8 | 19.3 | 38.1 | 39.6 |