CIFAR-100
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100 50% deletion for class 68 (road)
99Utility Accuracy (UA)
8
CIFAR-100 Mean (test)
20.02FPR@95% TPR
8
CIFAR-100 (test)
74.12Accuracy
8
CIFAR-100 (test)
74.12Accuracy
8
CIFAR-100 (test)
66.68Accuracy
8
CIFAR-100 Phase 3 Dtf
18.56Accuracy
8
CIFAR-100 Phase 3 (Dtr)
78.03Accuracy
8
CIFAR-100 Phase 1 Dtf
16.33Accuracy
8
OpenOOD CIFAR-100 Benchmark (Near-OOD)
80.9AUROC
8
CIFAR-100
85.85Accuracy (Test)
8
CIFAR-100 alpha=0.3 (test)
75.7Logit Flipping
8
CIFAR-100 30% random forgetting
99.9Utility (D_r^train)
8
CIFAR-100 30% random data forgetting
99.6Utility Retention (Retained Train)
8
CIFAR-100 20% uniform noise (test)
70.12Accuracy
8
CIFAR-100 (forget)
100Accuracy
8
CIFAR-100 50-10 scenario
71.41Last Accuracy
8
CIFAR-100 r=0.2 (test)
100Precision
8
CIFAR-100 Sequence 5
0.052Avg Forgetting (AF)
8
CIFAR-100 Sequence 3
0.027Average Forgetting
8
CIFAR-100 (test)
57.08Clean Accuracy
8
CIFAR-100
21.39PSNR
8
CIFAR-100 KR
30Df (Forgetting)
8
CIFAR-100
43.21Robust Accuracy
8
CIFAR-100 59 (test)
0.846Top-1 Accuracy
8
CIFAR-100 B50-S5 setting 1.0 (test)
67.44AIA
8