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Visual Annotation Quality Assessment on AnnotateAnything
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91.5
Part Accuracy
AnnotateAnything
69.66
75.33
81
86.67
Jun 16, 2026
Part Accuracy
Affordance Accuracy
Keypoint Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Part Accuracy
Affordance Accuracy
Keypoint Accuracy
AnnotateAnything
2026.06
91.5
89
90.3
AnnotateAnything (w/o 3D refine)
3D refinement=disabled
2026.06
82.6
78.1
80.8
Direct VLM
2026.06
72.8
68.5
70.2
Aff.-only + heur.
2026.06
70.5
79.3
68.8
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