Rotated MNIST
Benchmarks
TaskDatasetSOTA resultTrendResults
Rotated MNIST target domains 0° and 90°
96Accuracy
21
Rotated MNIST m=2400 (test)
96.65Accuracy
20
Rotated MNIST m=1200 (test)
97.9Accuracy
20
Rotated MNIST (test)
98.82Accuracy
18
Rotated MNIST
85.64AutoAttack Accuracy
10
Rotated MNIST Abrupt Drift
44.48Cumulative Loss
10
Rotated MNIST (test)
96.5Overall Accuracy (OA)
7
Rotated MNIST 10 tasks
99.7Continual Accuracy
7
Rotated MNIST SO(2) discretized (test)
0.016Reconstruction Loss
6
Rotated MNIST (in-domain)
98.9Accuracy
6
Rotated MNIST Incremental Drift
42.97Cumulative Loss
5
Rotated MNIST Double Digit
0.008MSE
4
Rotated MNIST
0.01MSE
3
Rotated MNIST Out-of-distribution (test)
95.8Accuracy
3