Multi-modality Benchmark on MMBench (test)
84.1MMB ScoreQwen2.5-VL-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen2.5-VL-7BBackbone=Qwen2.5-VL-7B, Token Retention Ratio=Full Tokens2026.06 | 84.1 | 100 | |
| STSBackbone=Qwen2.5-VL-7B, Token Retention Ratio=20%2026.06 | 80.7 | 97.1 | |
| VisionZipBackbone=Qwen2.5-VL-7B, Token Retention Ratio=20%2026.06 | 79.72 | 95.6 | |
| DivPruneBackbone=Qwen2.5-VL-7B, Token Retention Ratio=20%2026.06 | 79.55 | 96 | |
| STSBackbone=Qwen2.5-VL-7B, Token Retention Ratio=10%2026.06 | 76.48 | 92.2 | |
| VisionZipBackbone=Qwen2.5-VL-7B, Token Retention Ratio=10%2026.06 | 76.03 | 88.7 | |
| DivPruneBackbone=Qwen2.5-VL-7B, Token Retention Ratio=10%2026.06 | 76.03 | 90.5 |