MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST Swiss Roll prior (test)
0.52MMD
6
MNIST Pinwheel prior (test)
0.67MMD
6
MNIST
99.6Average Accuracy
6
MNIST-CNN (test)
0.51Inference Time
6
MNIST
97.99Accuracy
6
MNIST
98.2Accuracy
6
MNIST
92.4Class 0 Score
6
MNIST
99Record Index (RI)
6
MNIST
97F1-score
6
MNIST Colored digits '2' -> '3' (32x32)
0.87CMMD
6
MNIST 8-puzzle Noisy
90F1 Score
6
MNIST 8-puzzle (Noisy)
98F1 Score
6
MNIST 8-puzzle Clean
91F1 Score
6
MNIST 8-puzzle Clean
96F1 Score
6
Random color MNIST (test)
64.96Accuracy
6
MNIST Split Permuted
77.99Avg. Accuracy
6
MNIST Disjoint (M6)
0p_EMA
6
MNIST poisoned standard (test)
0.14Abstain Rate (sigma=0.25)
6
MNIST clean standard (test)
14Abstain Rate (sigma=0.25)
6
MNIST (test)
97.93Accuracy
6
MNIST (test)
68Rounds
6
MNIST OpenML
1,700.7Cumulative Regret
6
MNIST first 100 images (test)
82.74Explanation Size (|Ex|)
6
MNIST (test)
3.29MSE
6
MNIST
76Verified Accuracy
6