Visual Grounding on BLINK
64.49AccuracyERASE
Evaluation Results
| Method | Links | |
|---|---|---|
| ERASERatio=-65.11%, Backbone=Qwen3-VL-8B2026.05 | 64.49 | |
| ERASERatio=-84.43%, Backbone=Qwen3-VL-8B2026.05 | 64.39 | |
| ERASERatio=-72.77%, Backbone=Qwen3-VL-8B2026.05 | 63.76 | |
| BaseRatio=100%, Backbone=InternVL3-8B2026.05 | 55.92 | |
| IVC-PruneRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 55.65 | |
| DARTRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 54.71 | |
| IVC-PruneRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 54.71 | |
| IVC-PruneRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 54.23 | |
| ERASERatio=-62.5%, Backbone=InternVL3-8B2026.05 | 53.6 | |
| ERASERatio=-75.0%, Backbone=InternVL3-8B2026.05 | 53.6 | |
| ERASERatio=-62.5%, Backbone=InternVL3-8B2026.05 | 53.6 | |
| ERASERatio=-75.0%, Backbone=InternVL3-8B2026.05 | 53.6 | |
| ERASERatio=-85.0%, Backbone=InternVL3-8B2026.05 | 53.55 | |
| ERASERatio=-85.0%, Backbone=InternVL3-8B2026.05 | 53.55 | |
| DARTRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 53.45 | |
| PruneSIDRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 52.87 | |
| CDPrunerRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 52.18 | |
| DARTRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 51.6 | |
| PruneSIDRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 50.82 | |
| PruneSIDRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 50.55 | |
| CDPrunerRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 48.97 | |
| CDPrunerRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 48.24 | |
| NashStrategy=Step-wise verification2026.05 | 46.15 | |
| LLaVA CriticStrategy=Step-wise verification2026.05 | 45.5 | |
| BaseStrategy=Step-wise verification2026.05 | 42.86 | |
| SherlockStrategy=Step-wise verification2026.05 | 39.61 | |
| VisionSR1Strategy=Step-wise verification2026.05 | 30.09 |