CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100-LT IR 100 (val)
54.8Accuracy
5
CIFAR-100 (test)
79Accuracy (10% Noise)
5
CIFAR-100 imbalance ratio 100 (test)
51.24mAcc
5
CIFAR-10
2.99NLL
5
CIFAR-10 NASBench-201 (test)
0.65Kendall Tau
5
CIFAR-100 (test)
6.2Gradient Norm (L2)
5
CIFAR-10-C (severity 2)
80.9Accuracy
5
CIFAR-10-C (severity 1)
85.9Accuracy
5
CIFAR-100 DI scenario
9.51Mf
5
CIFAR10 IDN 0.8 (test)
29.3Accuracy
5
CIFAR-10 (test)
96.3Symmetric Accuracy (20%)
5
CIFAR10
95.3Accuracy (Clean)
5
CIFAR10-DVS original 128x128 (test)
82.1Test Accuracy
5
CIFAR-10
95.2Accuracy (20% Sym Noise)
5
CIFAR-100 10k (test)
61.9Accuracy
5
CIFAR10
93.2Triplet Centroid Accuracy
5
CIFAR-100 100% (train)
10.88FID
5
CIFAR-10 10% (train)
13.11FID
5
CIFAR-10 100% (train)
8.75FID
5
CIFAR-100-LT imbalance ratio 100
52.4Accuracy (All Shots)
5
SplitCIFAR100 10-task sequence (test)
61.3Task 1 Accuracy
5
CIFAR-10 (test)
96.1Symmetry Score (20%)
5
CIFAR10 (test)
3.04Median ||δ||p
5
CIFAR-100 (test)
78.7Clean Accuracy
5
CIFAR-100 first class split
63.3Acc (S1: Animals)
5