Vision Understanding on LLaVAW v1.0 (test)
73.45ScoreLLaVA-1.5 13B + VIG training
Evaluation results
| Method | Links | |
|---|---|---|
| LLaVA-1.5 13B + VIG trainingVIG training=true, # Sample Tokens=28.94M, # Active Tokens=12.14M2026.02 | 73.45 | |
| LLaVA-1.5 13BVIG training=false, # Sample Tokens=58.61M, # Active Tokens=58.61M2026.02 | 72.01 | |
| ShareGPT4V 7B + VIG trainingVIG training=true, # Sample Tokens=49.34M, # Active Tokens=39.20M2026.02 | 66.67 | |
| ShareGPT4V 7BVIG training=false, # Sample Tokens=60.33M, # Active Tokens=60.33M2026.02 | 64.49 | |
| LLaVA-1.5 7B + VIG trainingVIG training=true, # Sample Tokens=51.17M, # Active Tokens=38.45M2026.02 | 61.22 | |
| LLaVA-1.5 7BVIG training=false, # Sample Tokens=58.61M, # Active Tokens=58.61M2026.02 | 59.02 |