Holistic Perception on SEED-Bench
76.8AccuracyVanilla
Evaluation results
| Method | Links | |
|---|---|---|
| VanillaBackbone=Qwen2.5-VL-7B, Pruning Stage=N/A, Token Retention Rate=100%2026.01 | 76.8 | |
| CAPABackbone=Qwen2.5-VL-7B, Pruning Stage=Early, Token Retention Rate=25%2026.01 | 75.3 | |
| VanillaBackbone=InternVL3-8B, Pruning Stage=N/A, Token Retention Rate=100%2026.01 | 74.97 | |
| CAPABackbone=InternVL3-8B, Pruning Stage=Early, Token Retention Rate=25%2026.01 | 74.02 | |
| VanillaBackbone=LLaVA-1.5-7B, Pruning Stage=N/A, Token Retention Rate=100%2026.01 | 60.14 | |
| CAPABackbone=LLaVA-1.5-7B, Pruning Stage=Early, Token Retention Rate=25%2026.01 | 57.91 |