Visual Question Answering on CCB
75.01AccuracyQwen2.5-VL-7B
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen2.5-VL-7BRatio=100%, Backbone=Qwen2.5-VL-7B2026.05 | 75.01 | |
| CDPrunerRatio=60%, Backbone=Qwen2.5-VL-7B2026.05 | 73.88 | |
| F3ARatio=60%, Backbone=Qwen2.5-VL-7B2026.05 | 73.88 | |
| DivPruneRatio=60%, Backbone=Qwen2.5-VL-7B2026.05 | 73.73 | |
| FastVRatio=60%, Backbone=Qwen2.5-VL-7B2026.05 | 73.51 | |
| F3ARatio=40%, Backbone=Qwen2.5-VL-7B2026.05 | 73.51 | |
| DivPruneRatio=40%, Backbone=Qwen2.5-VL-7B2026.05 | 73.36 | |
| CDPrunerRatio=40%, Backbone=Qwen2.5-VL-7B2026.05 | 73.13 | |
| FastVRatio=40%, Backbone=Qwen2.5-VL-7B2026.05 | 72.76 | |
| VisionZipRatio=20%, Backbone=Qwen2.5-VL-7B2026.05 | 71.63 | |
| CDPrunerRatio=20%, Backbone=Qwen2.5-VL-7B2026.05 | 71.26 | |
| DivPruneRatio=20%, Backbone=Qwen2.5-VL-7B2026.05 | 70.88 | |
| VisionZipRatio=60%, Backbone=Qwen2.5-VL-7B2026.05 | 70.21 | |
| FastVRatio=20%, Backbone=Qwen2.5-VL-7B2026.05 | 70.13 | |
| F3ARatio=20%, Backbone=Qwen2.5-VL-7B2026.05 | 69.02 | |
| VisionZipRatio=40%, Backbone=Qwen2.5-VL-7B2026.05 | 68.65 |