Texture
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Texture
98.92AUROC
128
texture
0.55KS Statistic (Mean)
64
Texture
96.3AUROC
34
texture
0Chi-squared Result
33
TEXTURE
98.8Accuracy
33
Texture (test)
18.3FPR@95
32
Texture
18.3FPR95
32
texture
0.1Inverse KL
32
texture
77.3MSSIM
28
Texture
97.12AUROC
24
Texture (test)
43.83FPR@95
20
Texture
0.623AI ARI
16
Texture
0.925ARI
13
Texture-C severity = 5 (test)
61Accuracy
13
Texture
-0.033BWT-ARI
7
Texture
57.2ARI
7
Texture DTD, RESISC45
80.15Accuracy (Clean)
5
Texture Defect Type Split
20.94False Positives
4
texture UCI (test)
93.76Balanced Acc
3
Texture OOD (test)
28.74RMS Calibration Error
3
Texture far-OOD CIFAR-10 OpenOOD (test)
46.01FPR@95
3
texture
0.73Average Local Curvature
2
Four Texture Datasets
89Recall@1
2
texture
99.9Accuracy
2
texture real-world (train)
1.03Delta Presence
1