MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST non-IID Level 4 v1 (test)
95.93Accuracy
22
MNIST non-IID Level 3 v1 (test)
95.55Accuracy
22
MNIST non-IID Level 2 v1 (test)
95.82Accuracy
22
MNIST non-IID Level 1 v1 (test)
95.89Accuracy
22
R-MNIST
-3.41Backward Transfer Score
22
R-MNIST
95.76Domain-IL Accuracy
22
MNIST (test)
99.3Accuracy (Symmetric Noise η=0.2)
22
MNIST (test)
8.64Training Time (min)
21
MNIST (test)
99.3Test Accuracy
21
MNIST (test)
0.134Median ||δ||p
21
MNIST
68.67AUC RNX
21
MNIST (Structure)
99.2Accuracy
20
MNIST standard (test)
95.16Macro Accuracy
20
MNIST
99.83Accuracy
20
MNIST
99.7Accuracy
20
MNIST
1AUC
20
MNIST noisy
0.428Final Relative Residual (res)
20
MNIST
105.29PSNR
20
MNIST
97.94Accuracy
20
MNIST (test)
99.13Pretrain Accuracy
20
MNIST n=100
60.49Accuracy
20
MNIST PGL(3, R) (test)
97.43Accuracy
20
MNIST (test)
16.82Offline Time (s)
20
MNIST (test)
97.7Accuracy
20
MNIST ViT-Lite variant (test)
0.793Accuracy
20