CIFAR-100
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Split CIFAR-100 (10-task)
95.02CAA
41
CIFAR-100 ID Near-OOD Average OpenOOD v1.5
89.36AUROC
40
CIFAR-100 (test)
73.32Overall Accuracy
40
CIFAR-100 Distribution-based label imbalance
90.1FAA
39
CIFAR-100 Big start
66.3Average Incremental Accuracy (Aavg)
39
CIFAR-100 60% symmetric label noise
63.05Accuracy
36
CIFAR-100 l=50000 (test)
0.775Accuracy
36
CIFAR-100 ID Average (OOD)
7.94FPR@95
36
CIFAR-100-C
58.4Accuracy
36
CIFAR-100 IF=10 long-tail (test)
74.1Top-1 Accuracy
36
CIFAR-100 balanced (evaluation set)
99.17AUROC
36
CIFAR-100 Long-Tailed 1.0 (test)
70.72Test Accuracy
36
CIFAR-100-LT extreme (R-100) (test)
2.3ECE
35
CIFAR-100-LT mild (R-10) (test)
3.19ECE
35
CIFAR-100 1% BER (test)
73.7Clean Accuracy
35
CIFAR-100 (IF=50) long-tail (test)
64Top-1 Acc
35
CIFAR-100 LT IF 50 (test)
60.1Top-1 Acc
35
CIFAR-100 (test)
82.145IS
35
CIFAR-100 LTN (Asymmetric Noise) (test)
79.8Top-1 Accuracy
34
CIFAR-100-LTN Symmetric Noise (test)
80.7Top-1 Accuracy
34
CIFAR-100 (test)
0.938AUC
32
CIFAR-100 70% symmetric label noise
59.08Accuracy
30
CIFAR-100
71.93CA
30
CIFAR-100 (test)
63.67Test Acc (Last)
30
CIFAR-100 (test)
60.2Accuracy Last (Alast)
30