Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Surface Defect Detection on Rail Surface Defect Detection (RSDD)
Loading...
97.89
Pixel-level AUROC
CAT
90.6724
92.5462
94.42
96.2938
Jun 1, 2026
Pixel-level AUROC
Image-level AUROC
Per-region Overlap
APdet
APloc
Updated 1d ago
Evaluation Results
Method
Method
Links
Pixel-level AUROC
Image-level AUROC
Per-region Overlap
APdet
APloc
CAT
Training dataset=KSDD2
2026.06
97.89
-
45
-
0.0058
CCNet
Training dataset=KSDD2
2026.06
96.76
-
2.716
-
0
MMR
Training dataset=KSDD2
2026.06
96.32
-
43.9
-
0.0038
PSPNet
Training dataset=KSDD2
2026.06
95.8
-
1.925
-
0
DFR
Training dataset=KSDD2
2026.06
93.4
-
33.8
-
0.0001
SuperSimpleNet
Training dataset=KSDD2
2026.06
92.9
-
32.3
-
0.0023
ReContrast
Training dataset=KSDD2
2026.06
91.8
-
44
-
0.005
MobileNet
Training dataset=KSDD2
2026.06
90.95
-
16.66
-
0.0041
Feedback
Search any
task
Search any
task