CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10
0.152Training Time (s)
4
CIFAR10
14,524Peak GPU Memory Utilization (MiB)
4
CIFAR (Hard)
14.34PSNR
4
CIFAR (Hard)
15.75PSNR
4
CIFAR (Medium)
17.95PSNR
4
CIFAR (Medium)
22.02PSNR
4
CIFAR (Easy)
23.33PSNR
4
CIFAR (Easy)
28.92PSNR
4
CIFAR-100 (test)
81.1Accuracy (CIFAR-100 Test)
4
CIFAR-10 and CIFAR-100 Aggregate 1.0 (held-out level 6)
3.19MSE
4
CIFAR-100 1.0 (held-out level 6)
3.83MSE
4
CIFAR-10 1.0 (held-out level 6)
2.55MSE
4
CIFAR-10 10k train (test)
43.89Test Accuracy
4
CIFAR-10 Tiny10 CNNs n=2000 full
94.4Accuracy
4
CIFAR-10 teacher-generated samples (test)
17.64FID
4
CIFAR-100 (test)
0.34Latency (ms)
4
CIFAR-10 (test)
0.27Latency
4
CIFAR-10 50% (test)
90.1Attack Success Rate (ASR)
4
CIFAR-10
28.7TPR @ 1% FPR
4
CIFAR-10 32 x 32 (test)
2.74BPD
4
CIFAR-10
61.2Certified Radius (L-inf)
4
Cifar10 imb
76.2AUBC
4
CIFAR100
52.5AUBC
4
CIFAR10
84.7AUBC
4
CIFAR-10 Non-IID Scenario 1
99F1 Score
4