Visual Annotation Quality Assessment on Audited evaluation suite
91.5Part AccuracyAnnotateAnything
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AnnotateAnythingConfiguration=Full pipeline2026.06 | 91.5 | 89 | 90.3 | |
| w/o 3D refine3D Refinement=None2026.06 | 82.6 | 78.1 | 80.8 | |
| Direct VLM2026.06 | 72.8 | 68.5 | 70.2 | |
| Aff.-only + heur.Configuration=Affordance-only with heuristics2026.06 | 70.5 | 79.3 | 68.8 |