CIFAR100
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR100 corrupted (test)
43.72Accuracy
18
CIFAR100 Corrupted In-distribution (test)
71.6AUPR
18
CIFAR100-B0 5 steps (non-rehearsal)
80.4Average Metric
18
Split CIFAR100
71Accuracy
18
CIFAR100-20 (labelled)
25.7Accuracy
17
Cifar100 LT iteration 25
95.4Coverage@25
16
Cifar100 LT
56Coverage@5
16
CIFAR100 (test)
84.15Natural Accuracy
16
CIFAR100 long-tailed (Nl=150, Ml=2000, γl=γu=10) (test)
60.6Accuracy
16
CIFAR100 (Nl=50, Ml=400, γl=γu=10) long-tailed (test)
50.7Accuracy
16
CIFAR100 Corrupted (test)
59.67Accuracy
16
CIFAR100 AA
61.32DAR
15
CIFAR100 Clean
76.87Accuracy
15
CIFAR100 MDCII Order-II
89.2Average Accuracy
15
CIFAR100 globalized symmetric label noise (test)
56.36Accuracy
15
CIFAR100 Coarse
92.64Avg Per-Task Accuracy
15
CIFAR100 three-class forgetting (test)
50.74MBS
14
CIFAR100 (80:20) Corrupted (test)
66.8Accuracy
14
CIFAR100 cluster-wise (In)
0Membership Disclosure (Forgotten)
14
CIFAR100-C
0.918ASR
14
CIFAR100 50+50
56.01Joint Accuracy
14
S-CIFAR100 (test)
75.5Average Accuracy
14
CIFAR100-LT Backward-LT test distribution IR100 (test)
46.2Top-1 Acc (IR=2)
14
CIFAR100-LT Forward-LT IR100 (test)
65.9Top-1 Accuracy (IR=50)
14
Split-CIFAR100 M = 5k (test)
75.64Accuracy
13