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Visual Annotation Quality Assessment on Audited evaluation suite
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91.5
Part Accuracy
AnnotateAnything
69.66
75.33
81
86.67
Jun 16, 2026
Part Accuracy
Affordance Score
Keypoint Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Part Accuracy
Affordance Score
Keypoint Accuracy
AnnotateAnything
Configuration=Full pip...
2026.06
91.5
89
90.3
w/o 3D refine
3D Refinement=None
2026.06
82.6
78.1
80.8
Direct VLM
2026.06
72.8
68.5
70.2
Aff.-only + heur.
Configuration=Affordan...
2026.06
70.5
79.3
68.8
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