CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 50% noise (test)
95.6Accuracy
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CIFAR-10 20% noise (test)
96.3Accuracy
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CIFAR-20
54.5Accuracy (Best)
20
CIFAR-100 (train)
2.72FID
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CIFAR10 (test)
24mAP (Hamming Ranking)
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CIFAR10
39.49Accuracy (k=1)
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CIFAR10
-0.045Silhouette Score
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CIFAR10
38Accuracy (k=5)
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CIFAR-100 (50% forget set)
0.388Average Gap
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CIFAR-10B (α=0.8)
79.03Accuracy
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CIFAR100
100UA
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CIFAR10
100Unlearning Accuracy (UA)
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CIFAR-100 Homogeneous (incremental-stream)
46.72FAA
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CIFAR-10 (test)
59.4Accuracy
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CIFAR-10 conditional
1.38FID
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CIFAR-10N
95.6Accuracy (Clean)
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CIFAR-100 (train)
99.99Accuracy ($D_f$)
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CIFAR100 T=50
90.57Last Accuracy
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CIFAR-100
78.23Accuracy (%)
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CIFAR10 Non-IID (4-Class partition)
85.7Accuracy
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CIFAR-100 Random Forget (10%)
99.98RA
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CIFAR-10 OpenOOD (test)
90.63AUROC (Near-OOD: CIFAR-100)
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S-CIFAR-100 10 Step
80.41Avg Top-1 Acc
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CIFAR-100 10-shot (test)
87.39Top-1 Acc
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CIFAR-100N natural label noise (train)
90.58F1-score
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