Visual Grounding on V*
83.77AccuracyBase
Evaluation Results
| Method | Links | |
|---|---|---|
| BaseRatio=100%, Backbone=Qwen3-VL-8B2026.05 | 83.77 | |
| IVC-PruneRatio=-65.11%, Backbone=Qwen3-VL-8B2026.05 | 83.77 | |
| ERASERatio=-84.43%, Backbone=Qwen3-VL-8B2026.05 | 83.77 | |
| ERASERatio=-65.11%, Backbone=Qwen3-VL-8B2026.05 | 83.25 | |
| ERASERatio=-72.77%, Backbone=Qwen3-VL-8B2026.05 | 83.25 | |
| PruneSIDRatio=-65.11%, Backbone=Qwen3-VL-8B2026.05 | 82.72 | |
| CDPrunerRatio=-65.11%, Backbone=Qwen3-VL-8B2026.05 | 81.68 | |
| iLLaVARatio=-65.11%, Backbone=Qwen3-VL-8B2026.05 | 81.15 | |
| DARTRatio=-65.11%, Backbone=Qwen3-VL-8B2026.05 | 77.49 | |
| ERASERatio=-75.0%, Backbone=InternVL3-8B2026.05 | 71.2 | |
| ERASERatio=-85.0%, Backbone=InternVL3-8B2026.05 | 71.2 | |
| ERASERatio=-75.0%, Backbone=InternVL3-8B2026.05 | 71.2 | |
| ERASERatio=-85.0%, Backbone=InternVL3-8B2026.05 | 71.2 | |
| ERASERatio=-62.5%, Backbone=InternVL3-8B2026.05 | 70.68 | |
| CDPrunerRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 70.68 | |
| PruneSIDRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 70.68 | |
| ERASERatio=-62.5%, Backbone=InternVL3-8B2026.05 | 70.68 | |
| IVC-PruneRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 70.16 | |
| BaseRatio=100%, Backbone=InternVL3-8B2026.05 | 69.63 | |
| BaseRatio=100%, Backbone=InternVL3-8B2026.05 | 69.63 | |
| IVC-PruneRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 69.63 | |
| IVC-PruneRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 69.11 | |
| DARTRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 68.59 | |
| DARTRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 68.06 | |
| CDPrunerRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 67.02 | |
| PruneSIDRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 66.49 | |
| CDPrunerRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 63.35 | |
| PruneSIDRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 61.78 | |
| DARTRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 59.69 |