SDD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
SDD
0.25ADE
64
SDD
0.996AUC
57
SDD (test)
98.8AUC-ROC
45
SDD (test)
0.17ADE
24
SDD
88.9Balanced Accuracy
19
SDD
97.4AUROC
12
SDD Standard (test)
7.74ADE
11
SDD
99.84Average Accuracy
10
SDD (last 5% of data stream)
100Accuracy (SDD last 5%)
10
SDD last 20% of data stream
99.81Average Accuracy
10
SDD last 10% data stream
99.98Average Accuracy
10
SDD (Entire data stream)
99.84Accuracy
10
SDD
93P-AUROC
7
SDD
7.19min_k ADE
7
SDD
93.2Pixel-AUC
7
SDD
86.9AUROC
6
SDD
81.7AUROC
6
SDD 120s generations (test)
0.101FAD
6
SDD
96.8AUROC
6
SDD (test)
90.6AUROC
6
SDD
97.9AUROC
6
SDD
97.1AUROC
6
SDD 190s generations
0.1FAD
5
SDD (quad_0 scene (84, 5))
7.29Certified Robustness Radius
4
SDD
83.3Anomaly Recall
4