Visual Grounding on MMStar
69.07AccuracyERASE
Evaluation Results
| Method | Links | |
|---|---|---|
| ERASERatio=-62.5%, Backbone=InternVL3-8B2026.05 | 69.07 | |
| ERASERatio=-62.5%, Backbone=InternVL3-8B2026.05 | 69.07 | |
| BaseRatio=100%, Backbone=InternVL3-8B2026.05 | 68.73 | |
| ERASERatio=-75.0%, Backbone=InternVL3-8B2026.05 | 68 | |
| ERASERatio=-75.0%, Backbone=InternVL3-8B2026.05 | 68 | |
| ERASERatio=-85.0%, Backbone=InternVL3-8B2026.05 | 67.6 | |
| ERASERatio=-85.0%, Backbone=InternVL3-8B2026.05 | 67.6 | |
| IVC-PruneRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 67.13 | |
| IVC-PruneRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 66.67 | |
| ERASERatio=-65.11%, Backbone=Qwen3-VL-8B2026.05 | 66.13 | |
| ERASERatio=-72.77%, Backbone=Qwen3-VL-8B2026.05 | 65.2 | |
| DARTRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 65.13 | |
| IVC-PruneRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 64.53 | |
| ERASERatio=-84.43%, Backbone=Qwen3-VL-8B2026.05 | 63.6 | |
| PruneSIDRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 63.07 | |
| DARTRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 62.53 | |
| PruneSIDRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 61.87 | |
| DARTRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 59.2 | |
| CDPrunerRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 58.6 | |
| PruneSIDRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 57.73 | |
| CDPrunerRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 55.93 | |
| CDPrunerRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 49.87 |