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Benchmarks
Affordance Grounding on UMD
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52.74
gIoU
Affordance Agent Harness
46.2816
47.9583
49.635
51.3117
May 1, 2026
gIoU
cIoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
gIoU
cIoU
Affordance Agent Harness
Tokens=5,831±114, Late...
2026.05
52.74
50.04
A4-Agent (GPT-4o)
Tokens=6,747±117, Late...
2026.05
50.92
49.77
Full Fixed Chain
Tokens=9,215±133, Late...
2026.05
50.19
49.24
Det. & Seg.
Tokens=3,710±88, Laten...
2026.05
46.53
37.77
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