CIFAR-100
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-100 90% noise (test)
41.2Accuracy
20
CIFAR-100 10% unlearning (train)
0Average Gap
20
CIFAR-100 6-way Sharded (test)
45.4Test Accuracy
19
CIFAR-100 Flip label noise (test)
73.73Accuracy (40% Noise)
19
CIFAR-100 Random Forget 50%
3.02MIA
19
CIFAR-100 5-shot (test)
85.2Top-1 Acc
19
CIFAR-100-N-LT synthetic (test)
48.98Average Accuracy (%)
19
CIFAR-100 N (test)
83.17Accuracy (Noisy)
19
CIFAR-100 60% symmetric noise (test)
73.58Accuracy
19
CIFAR-100 40% symmetric noise (test)
75.91Accuracy
19
CIFAR-100 Personalized
66.7Accuracy
18
CIFAR-100 2-way Sharded (test)
63.7Test Accuracy
18
CIFAR-100 LTN (IF=10, Asymmetric Noise 0.2) (test)
80.8Top-1 Accuracy
18
CIFAR-100 Long-Tailed Noisy IF=10 Symmetric Noise 0.6 (test)
79.2Top-1 Accuracy
18
CIFAR-100 (test)
56.83Top-1 Accuracy
18
CIFAR-100 Split
88.54Average Accuracy (AA)
18
CIFAR-100 OOD
87.08AUROC
18
CIFAR-100-C
86.92AUROC
18
CIFAR-100 (test)
80.1Acc (20% Noise)
18
CIFAR-100 (test)
1.58ECE
18
CIFAR-100 Sequential
60.09Accuracy
18
CIFAR-100 InD Average OOD Suite
8.68FPR95
17
CIFAR-100 InD TEXTURES OOD
8.99FPR95
17
CIFAR-100 4-way Sharded (test)
53.4Accuracy
17
CIFAR-100 20% symmetric noise (test)
81.3Accuracy
17