CIFAR-10
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 Sym0.2
93.35AUROC
3
CIFAR-10
0.856MoRF Insertion (Pixel Value)
3
CIFAR-10 unlearned set (D_u)
90.73Micro F1-score
3
CIFAR-10 (test)
91.45Accuracy (Seen)
3
CIFAR-10 ZH
93.85Accuracy
3
CIFAR-10 long-tailed IR=10 (test)
81.2Accuracy (Clean)
3
CIFAR-10 first 10 images (test)
209.3Complexity |Cx|
3
CIFAR-10 with Gaussian blur (sigma_R=1.0, sigma_n=0.25) (test)
0.011LPIPS
3
CIFAR-10 with Gaussian blur (sigma_R=1.0, sigma_n=0.1) (test)
0.005LPIPS
3
CIFAR-10 with Random masking (rho=0.5, sigma_n=10^-6) (test)
0.004LPIPS
3
Federated CIFAR-10 (test)
0.68AUC
3
CIFAR-10 (test)
0.93ECE
3
CIFAR-10 (train)
-0.027Delta
3
CIFAR-10 3% MT (test)
3.43FID
3
CIFAR-10 Average near-OOD OpenOOD (test)
47.77FPR@95% TPR
3
CIFAR-10 (test)
0.25MSE
3
CIFAR-10 with LSUN as OOD (test)
86.65Test Accuracy
3
CIFAR-10 (test)
85.44GN
3
CIFAR-10 unseen clients (test)
85.9Average Test Accuracy
3
CIFAR-10 Clean AA Average aggregated (test)
11.93AURC (Avg)
2
CIFAR-10 (full)
94.81Average Coverage
2
CIFAR-10
67.7Precision
2
CIFAR-10 (forget set)
7.79KL Divergence
2
CIFAR-10 (test)
0.99Pearson Correlation Coefficient
2
CIFAR-10 (test)
68.52Accuracy (Natural)
2