Visual Chat on LLaVA-W Bench
70.1ScoreCOIDO
Evaluation Results
| Method | Links | |
|---|---|---|
| COIDOTraining Data Fraction=20%2026.05 | 70.1 | |
| SemDeDupTraining Data Fraction=20%2026.05 | 70 | |
| MAGICTraining Data Fraction=20%2026.05 | 69 | |
| PerplexityTraining Data Fraction=20%2026.05 | 68.3 | |
| FullTraining Data Fraction=100%2026.05 | 67.9 | |
| COINCIDETraining Data Fraction=20%2026.05 | 67.3 | |
| CLIP-ScoreTraining Data Fraction=20%2026.05 | 66.2 | |
| ICONSTraining Data Fraction=20%2026.05 | 66.1 | |
| RandomTraining Data Fraction=20%2026.05 | 65 | |
| EL2NTraining Data Fraction=20%2026.05 | 64.9 | |
| Self-FilterTraining Data Fraction=20%2026.05 | 64.9 | |
| D2-PruningTraining Data Fraction=20%2026.05 | 63.9 | |
| RDSTraining Data Fraction=20%2026.05 | 63.7 | |
| Self-SepTraining Data Fraction=20%2026.05 | 63.3 |