General Multimodal Intelligence on Multiple Datasets Average
100Relative ScoreFull
Evaluation results
| Method | Links | |
|---|---|---|
| FullTraining Data Percentage=100%, Data Selection Constraint=None (Oracle)2026.04 | 100 | |
| ICONSTraining Data Percentage=20%, Data Selection Constraint=Full Data Used before Selection2026.04 | 98.6 | |
| COINCIDETraining Data Percentage=20%, Data Selection Constraint=Full Data Used before Selection2026.04 | 97.4 | |
| DOSETraining Data Percentage=20%, Data Selection Constraint=Partial Data Used before Selection2026.04 | 96 | |
| D2-PruningTraining Data Percentage=20%, Data Selection Constraint=Partial Data Used before Selection2026.04 | 94.8 | |
| RandomTraining Data Percentage=20%, Data Selection Constraint=Partial Data Used before Selection2026.04 | 94.5 | |
| Self-SupTraining Data Percentage=20%, Data Selection Constraint=Partial Data Used before Selection2026.04 | 93.4 | |
| SemDeDupTraining Data Percentage=20%, Data Selection Constraint=Partial Data Used before Selection2026.04 | 92.6 | |
| EL2NTraining Data Percentage=20%, Data Selection Constraint=Partial Data Used before Selection2026.04 | 92 | |
| PerplexityTraining Data Percentage=20%, Data Selection Constraint=Partial Data Used before Selection2026.04 | 91.6 | |
| CLIP-ScoreTraining Data Percentage=20%, Data Selection Constraint=Partial Data Used before Selection2026.04 | 91.2 | |
| Self-FilterTraining Data Percentage=20%, Data Selection Constraint=Partial Data Used before Selection2026.04 | 90.9 |