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CIFAR10

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationCIFAR10 (test)
Accuracy99.5
585
ClassificationCIFAR10 (test)
Accuracy97.42
266
Image GenerationCIFAR10 32x32 (test)
FID1.1
154
Graph ClassificationCIFAR10 (test)
Test Accuracy76.903
139
Image GenerationCIFAR10 50k samples (test)
FID1.79
81
Image ClassificationCIFAR10 (test)
Accuracy98.1
76
Image ClassificationCIFAR10 long-tailed (test)
Accuracy85.5
68
Image ClassificationCIFAR10 LT (test)
Accuracy86.2
68
Image ClassificationCIFAR10 IDN (test)
Accuracy96.68
67
Continual LearningSplit CIFAR10 32x32 (test)
Accuracy60.1
66
Image ClassificationCIFAR10 non-iid
Accuracy80.5
58
Image Classification CalibrationCIFAR10
Classwise ECE0.35
56
Image ClassificationCIFAR10-C (test)
Accuracy (Gaussian)89.94
52
Image ClassificationCIFAR10 5 tasks (test)
Accuracy69.1
51
Continual LearningCIFAR10 5 tasks (test)
Avg Forgetting Rate10
51
Image ClassificationCIFAR10
Training Loss0.02
48
Data ValuationCIFAR10
Provider Influence (Mean)0.508
48
Sequential Image ClassificationSequential CIFAR10
Accuracy91.13
48
Binary ClassificationCIFAR10 Binary imb. 200 (test)
FPR @ 98% TPR0.7
41
Image ClassificationCIFAR10 (val)
Accuracy90.87
40
Task-Incremental LearningCIFAR10 Sequential
Final Average Accuracy98.25
39
Image ClassificationCIFAR10 0.1-Dirichlet (test)
Generalized Accuracy (Accg)66.34
38
Image ClassificationCIFAR10 (test)
Accuracy89.77
36
Image ClassificationCIFAR10 standard (test)
Top-1 Accuracy97.4
35
Out-of-distribution detectionCIFAR10 ID Place365 OOD (test)
AUROC97.99
35
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