CIFAR

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	CIFAR-100 (test)	Accuracy94.55	3,518
Image Classification	CIFAR-10 (test)	Accuracy99.612	3,381
Image Classification	CIFAR-10 (test)	Accuracy99.1	906
Image Classification	CIFAR-100	Top-1 Accuracy93.8	622
Image Classification	CIFAR-10	Accuracy100	507
Image Generation	CIFAR-10 (test)	FID0.282	471
Image Classification	CIFAR-10	Accuracy99.61	471
Image Classification	CIFAR100	Accuracy92	331
Image Classification	CIFAR-10 (val)	Top-1 Accuracy99.3	329
Backdoor Defense	CIFAR10 (test)	ASR0	322
Image Classification	CIFAR-100	Accuracy94.2	302
Image Classification	CIFAR10 (test)	Test Accuracy99	284
Image Classification	CIFAR-10 (test)	Accuracy (Clean)95.9	273
Image Clustering	CIFAR-10	NMI0.934	243
Image Classification	CIFAR10	Accuracy99.1	240
Class Incremental Learning	CIFAR-100	Averaged Incremental Accuracy94.98	234
Unconditional Image Generation	CIFAR-10 (test)	FID1.54	216
Image Classification	CIFAR100 (test)	Accuracy92.04	206
Image Classification	CIFAR-10 long-tailed (test)	Top-1 Acc91.3	201
Image Classification	CIFAR-10-LT (test)	Top-1 Error0.0824	185
Image Generation	CIFAR-10	Inception Score10.37	178
Two-Sample Testing	CIFAR-10 vs CIFAR-10.1 (test)	Power1	175
Unconditional Image Generation	CIFAR-10	FID1.48	171
Unconditional Image Generation	CIFAR-10 unconditional	FID1.38	159
Image Classification	CIFAR-10 (test)	Test Error Rate2.05	151

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