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Benchmarks
Grasp Synthesis on GRAB (in-domain)
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3.06
Penetration Volume
AffordGrasp
2.8608
4.2054
5.55
6.8946
Mar 9, 2026
Penetration Volume
Simulation Displacement
Contact Ratio
Entropy
Cluster Size
ACC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Penetration Volume
Simulation Displacement
Contact Ratio
Entropy
Cluster Size
ACC
AffordGrasp
2026.03
3.06
1.66
94
2.91
3.53
62.5
FastGrasp
2026.03
4.61
1.2
94
2.76
1.96
61.5
TTA
2026.03
6.51
1.22
91
2.73
1.41
55
AffordGrasp (ControlNet)
Architecture=DAM modul...
2026.03
6.78
1.57
93
2.76
3.47
60.5
D-VQVAE
2026.03
8.04
1.82
89
2.88
3.41
57.5
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