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Affordance Segmentation on PIAD v2 (Unseen)
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83.95
AUC
Ours(w/CMAT)
71.73
74.9025
78.075
81.2475
Oct 9, 2025
AUC
aIoU
SIM
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
aIoU
SIM
MAE
Ours(w/CMAT)
CMAT configuration=wit...
2025.10
83.95
27.4
0.593
0.127
GREAT
2025.10
79.57
20.16
0.402
0.109
Ours(w/o CMAT)
Backbone=PointMAE [29]...
2025.10
76.87
22.07
0.542
0.142
XMF
2025.10
74.61
17.4
0.361
0.126
LASO
2025.10
73.32
16.05
0.354
0.123
IAGNet
2025.10
73.03
16.78
0.351
0.123
FRCNN
2025.10
72.2
18.08
0.362
0.152
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