CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10.02
68.8WG Score
7
CIFAR-10 001
68.2WG Score
7
CIFAR-100 (test)
68.85Test Acc (asym-20%)
7
CIFAR-100 (test)
70.03Accuracy (ins-20%)
7
CIFAR-100 (test)
0.01HV
7
CIFAR-100 (test)
99.99ASR (%)
7
CIFAR100 (ID) vs CIFAR10 (OOD) (test)
96.23AUROC
7
CIFAR-100 20% symmetric label noise
81.6Peak Accuracy
7
CIFAR-10 LT-100 (test)
2.31ACE
7
CIFAR-10 OOD DEEPNETS-1M (test)
88.9Accuracy (WIDE)
7
SplitCIFAR-10 (test)
0.929Accuracy (TInfer Final)
7
CIFAR-10 (test)
83.03Sym Score (20%)
7
CIFAR-100
19FID
7
CIFAR-10 1000 labels standard
8.18Error Rate
7
CIFAR-100/20 (test)
91.62Avg Top-1 Accuracy
7
CIFAR-10 32x32 (train test)
12.61FID
7
CIFAR-FS (novel)
87.691-shot Acc
7
CIFAR-100 Long-tailed Imbalance 10 (train)
58.74Top-1 Accuracy
7
CIFAR-100 Long-tailed Imbalance (train)
42.57Top-1 Acc
7
CIFAR-10 all training labels (test)
91.7Accuracy
7
CIFAR-100 Symmetry noise rate 20% (test)
61.87Accuracy
7
CIFAR-10 Pair-45% noise (test)
72.62Accuracy
7
CIFAR-10 (train)
2.9NLL (bits/dim)
7
CIFAR-100 Dir-0.3
111Communication Rounds (acc@45)
7
CIFAR-10 Dir-0.3
131Rounds to 80% Target
7