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	Accuracy95.96	691
Image Classification	CIFAR-10	Accuracy99.61	564
Image Classification	CIFAR-10	Accuracy98.94	508
Image Classification	CIFAR-10	Accuracy100	507
Image Generation	CIFAR-10 (test)	FID0.282	483
Image Classification	CIFAR-100	Accuracy93.96	435
Image Classification	CIFAR-10 (val)	Top-1 Accuracy99.3	370
Image Classification	CIFAR100	Accuracy92	347
Backdoor Defense	CIFAR10 (test)	ASR0	322
Image Clustering	CIFAR-10	NMI0.95	318
Image Classification	CIFAR-100	Accuracy94.2	302
Image Classification	CIFAR-100 original (test)	Accuracy78.05	293
Image Classification	CIFAR10 (test)	Test Accuracy99	284
Image Classification	CIFAR-10 (test)	Accuracy (Clean)95.9	273
Class Incremental Learning	CIFAR-100	Averaged Incremental Accuracy94.98	248
Image Classification	CIFAR-10	Accuracy98	246
Unconditional Image Generation	CIFAR-10	FID1.48	240
Image Classification	CIFAR10	Accuracy99.1	240
Image Classification	CIFAR-100 Long-Tailed (test)	Top-1 Accuracy83.6	234
Unconditional Image Generation	CIFAR-10 (test)	FID1.54	223
Image Classification	CIFAR100 (test)	Accuracy92.04	206
Image Generation	CIFAR-10	FID1.84	203

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