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tinyimagenet

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationTinyImageNet (test)
Accuracy90.23
562
Image ClassificationTinyImageNet (val)
Accuracy90.65
289
Image ClassificationTinyImageNet (test)
Wall Time0.1669
128
Image ClassificationTinyImageNet-200
Top-1 Accuracy85.04
68
Image ClassificationTinyImageNet Second Session Transition
Accuracy93.67
66
Image ClassificationTinyImageNet Fourth Session Transition
Accuracy69.23
64
Image ClassificationTinyImageNet
Wall Time0.1449
64
Model Inversion AttackTinyImageNet-200
Attack Accuracy37
60
Membership Inference AttackTinyImageNet 200
Balanced Accuracy79
60
Image ClassificationTinyImageNet (test)
Communication Rounds342
56
Image ClassificationTinyImageNet
Top-1 Acc66.14
52
Image ClassificationTinyImageNet 100 tasks (test)
Accuracy33.2
51
Continual LearningTinyImageNet 100 tasks (test)
Average Forgetting Rate11.7
51
Multi-class classificationTinyImageNet Dirichlet non-IID setting (test)
Top-5 Acc52.9
33
Online Continual LearningTinyImageNet 100/2
Accuracy12.6
31
Image ClassificationTinyImageNet
Clean Accuracy63
30
Long-tailed Image ClassificationTinyImageNet long-tailed (test)
Naturalness (All Classes)50.57
30
Image ClassificationTinyImageNet-C
Accuracy41.8
30
Generative Image SynthesisTinyImageNet
FID15.43
29
Generative Image SynthesisTinyImageNet BigGAN
FID14.15
29
Class-Incremental LearningTinyImageNet (test)
Accuracy52.77
29
Continual LearningTinyImageNet 25-split
ACC58.28
29
Open-set recognitionTinyImageNet 20 closed, 180 open classes 1.0
AUROC90.7
28
Class-Incremental LearningTinyImageNet 10 steps 100 base classes (test)
Avg Accuracy80.55
27
Accuracy EstimationTinyImageNet
MAE0.612
27
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