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Surface Defect Classification on KolektorSDD2 (test)
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96.2
AP (Na=246)
MaMiNet
53.352
64.476
75.6
86.724
May 18, 2026
AP (Na=246)
AP (Na=0)
AP (Na=16)
AP (Na=53)
AP (Na=126)
Updated 15d ago
Evaluation Results
Method
Method
Links
AP (Na=246)
AP (Na=0)
AP (Na=16)
AP (Na=53)
AP (Na=126)
MaMiNet
Label Type=I+S
2026.05
96.2
80
89.7
92.3
94.1
MFFPA
Label Type=I+S
2026.05
95.6
88.01
91.49
93.05
94.16
MixSup
Label Type=I+S
2026.05
95.4
73.3
83.2
89.1
92.4
Tabernik et al.
Label Type=I+S
2026.05
92.7
-
-
-
-
Uninf.stu.
Label Type=U
2026.05
65.3
-
-
-
-
f-AnoGAN
Label Type=U
2026.05
55
-
-
-
-
RepVGG
Label Type=I
2026.05
-
75.97
-
-
-
DenseNet
Label Type=I
2026.05
-
85.02
-
-
-
Ours (knowledge-guided multi-task model)
Label Type=I
2026.05
-
93.94
-
-
-
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