CIFAR10
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10 small-scale (val)
95.1NMI
17
Binary CIFAR10 imb. 100 (test)
45FPR @ 98% TPR
17
Corrupted CIFAR10 (unbiased)
45.49Accuracy
16
Corrupted CIFAR10 (bias-guiding)
99.29Accuracy
16
CIFAR10-LT (Nl=1500, Ml=3000, γl=γu=100) (test)
82.5Accuracy
16
CIFAR10 (test)
0.001MSE
16
CIFAR10 Partial Class C=2 (test)
39.015Accuracy
15
CIFAR10 (5/2)
61.2Accuracy
15
CIFAR10
58.4Accuracy (Mean)
15
CIFAR10
85.12Accuracy
14
CIFAR10 Shards
68.01Accuracy
14
CIFAR10 IID
76.97Accuracy
14
CIFAR10 (test)
96.2Custom Metric RB12
14
CIFAR10 three-class forgetting (test)
50.19MBS
14
CIFAR10 single-class forgetting (test)
3.19MBS
14
CIFAR10 Corrupted (test)
86.5Accuracy
14
CIFAR10 (test)
0.951Test Accuracy
14
CIFAR10 Split
52.69Accuracy
14
CIFAR10 Long-Tailed IF=10 (test)
95.2Accuracy
13
Seq-CIFAR10 (test)
98.31Top-1 Acc
13
CIFAR10
0.003INFD
13
CIFAR10 32x32
0.99AttRaw Score
12
CIFAR10
86.48Accuracy
12
CIFAR10
73.9CTA
12
CIFAR10 embedding
0.41DA Score
12