CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10 (test)
98.16Average Score
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CIFAR100-PAM
55.44Accuracy
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CIFAR10 alpha=100
84.88Accuracy
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CIFAR10 (alpha=0.05)
76.98Accuracy
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CIFAR10 alpha=0
76.44Accuracy
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CIFAR100 alpha=1000
54.97Accuracy
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CIFAR100 (alpha=0.5)
49.17Accuracy
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CIFAR-100 (test)
54.69Accuracy
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CIFAR-10 (test)
86.67Accuracy
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CIFAR-10 IDN-50% (test)
77.39Accuracy
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CIFAR-10-LT Imbalance Ratio 10 (test)
91.9Top-1 Accuracy
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CifarFS 5-way 5-shot
61.39Accuracy
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CIFAR-100-LT λ=100 (test)
89.1Accuracy (top-1)
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CIFAR-10 LT gamma=100, beta=20% (test)
82.4Overall Accuracy
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CIFAR-100 (unlabelled set)
86.6Clustering Accuracy
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CIFAR-10 (unlabelled set)
93.4Clustering Accuracy
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CIFAR-10 semantic asymmetric noise (test)
89.96Accuracy
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CIFAR10 Blurry10 Online
78.04Accuracy (Stage 5)
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noise padded CIFAR-10 (test)
79.12Test Accuracy
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CIFAR10
0.747AUC RNX
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CIFAR 10
0.9Avg Prediction Set Size
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CIFAR-100
59.12Accuracy
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CIFAR-10 Structure
84.7Accuracy
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CIFAR-10 (test)
94.4Test Accuracy
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CIFAR-10 (test)
55.59Accuracy
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