MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST 10/1 (test)
98.3Accuracy
20
MNIST Corrupted
99.73Acc (0.01 Corruption)
20
MNIST Origin
96.7Accuracy (Perturbation 0.01)
20
MNIST (test)
97.53Adversarial Accuracy
20
MNIST (test)
97.08Adversarial Accuracy
20
MNIST 10-way 10-shot
98.51Accuracy
20
MNIST 10-way 5-shot
98.51Accuracy
20
MNIST 10-way 1-shot
97.31Accuracy
20
MNIST
97.85Accuracy (k=1)
20
MNIST
0.557Silhouette Score
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MNIST
97.91Accuracy (k=5)
20
MNIST regular i.i.d. (test)
99.27Accuracy
20
MNIST Digit 7 (test)
92Subgroup B-ACC
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MNIST
0.004FID
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MNIST (Dir(0.5))
97.12Accuracy
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MNIST digits 7 and 9 (test)
0.155Expected Log Loss
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MNIST
0.96ARI
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mnist
82.18Running Time (s)
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MNIST (test)
96.9Accuracy
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MNIST CS 100 (test)
91.52Mean Accuracy
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MNIST
73.85ASR
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Split-MNIST
99.98Mean Test Accuracy
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MNIST Permuted
97.25AT
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MNIST Rotated (leave-one-domain-out)
96.6Accuracy (Test 0°)
19
MNIST to SVHN (test)
96.7Accuracy
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