Multimodal Understanding on CCB
86.77AccuracyQwen3-VL-235B
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen3-VL-235BToken Retention Ratio=100%2026.05 | 86.77 | |
| F3AToken Retention Ratio=60%2026.05 | 86.37 | |
| DivPruneToken Retention Ratio=60%2026.05 | 85.91 | |
| VisionZipToken Retention Ratio=60%2026.05 | 85.74 | |
| CDPrunerToken Retention Ratio=60%2026.05 | 85.62 | |
| F3AToken Retention Ratio=40%2026.05 | 85.22 | |
| FastVToken Retention Ratio=60%2026.05 | 85.08 | |
| DivPruneToken Retention Ratio=40%2026.05 | 84.92 | |
| CDPrunerToken Retention Ratio=40%2026.05 | 84.48 | |
| FastVToken Retention Ratio=40%2026.05 | 84.01 | |
| VisionZipToken Retention Ratio=40%2026.05 | 84.01 | |
| F3AToken Retention Ratio=20%2026.05 | 83.66 | |
| VisionZipToken Retention Ratio=20%2026.05 | 82.36 | |
| CDPrunerToken Retention Ratio=20%2026.05 | 82.11 | |
| DivPruneToken Retention Ratio=20%2026.05 | 81.94 | |
| FastVToken Retention Ratio=20%2026.05 | 80.88 | |
| F3AToken Ratio=60%2026.05 | 78.22 | |
| Qwen3-VL-32BToken Ratio=100%2026.05 | 78.13 | |
| FastVToken Ratio=60%2026.05 | 77.3 | |
| F3AToken Ratio=40%2026.05 | 77.3 | |
| DivPruneToken Ratio=60%2026.05 | 77.26 | |
| CDPrunerToken Ratio=60%2026.05 | 77.03 | |
| VisionZipToken Ratio=60%2026.05 | 76.7 | |
| DivPruneToken Ratio=40%2026.05 | 76.43 | |
| CDPrunerToken Ratio=40%2026.05 | 76.34 | |
| VisionZipToken Ratio=40%2026.05 | 76.34 | |
| FastVToken Ratio=40%2026.05 | 75.87 | |
| F3AToken Ratio=20%2026.05 | 75.09 | |
| FastVToken Ratio=20%2026.05 | 74.91 | |
| VisionZipToken Ratio=20%2026.05 | 74.91 | |
| CDPrunerToken Ratio=20%2026.05 | 74.86 | |
| DivPruneToken Ratio=20%2026.05 | 73.07 |