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Spherical MNIST

Benchmarks

Task NameDataset NameSOTA ResultTrend
ClassificationSpherical MNIST rotated level-4 mesh (train and test (R/R))
Accuracy99.37
16
Image ClassificationSpherical MNIST NR/NR
Accuracy99.45
12
MNIST ClassificationSpherical MNIST Randomly Rotated
Accuracy98.1
7
MNIST ClassificationSpherical MNIST non-rotated
Accuracy98.7
7
Image ClassificationSpherical MNIST NR/R
Accuracy99.08
5
Vector-to-label digit classificationSpherical MNIST Vector (test)
NR/NR Score99.45
3
Scalar-to-label digit classificationSpherical MNIST Scalar (test)
NR/NR Rate99.47
3
ClassificationSpherical MNIST non-rotated train and rotated test (N/R) level-4 mesh
Accuracy69.99
3
ClassificationSpherical MNIST non-rotated level-4 mesh (train test)
Accuracy99.45
3
Digit RecognitionSpherical MNIST (test)
Accuracy99.23
3
Showing 10 of 10 rows