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Benchmarks
Grasp Synthesis on OakInk (in-domain)
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8.21
Penetration Volume
TTA
7.274
7.517
7.76
8.003
Mar 9, 2026
Penetration Volume
Simulation Displacement
Contact Ratio
Entropy
Cluster Size
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Penetration Volume
Simulation Displacement
Contact Ratio
Entropy
Cluster Size
Accuracy
TTA
2026.03
8.21
2.33
97
2.82
2.81
60.83
AffordGrasp (ControlNet)
Architecture=DAM modul...
2026.03
8.08
3.11
81
2.87
3.44
76.94
FastGrasp
2026.03
7.88
2.27
88
2.88
3.42
78.05
D-VQVAE
2026.03
7.33
2.44
91
2.88
3.57
76.4
AffordGrasp
2026.03
7.31
1.43
98
2.94
3.74
80.08
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