MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST (test)
96.92Best Accuracy
8
MNIST real-valued (test)
3,402Log-likelihood
8
MNIST 1000 labels
0.008Error Rate
8
Sequential MNIST
99.63Test Accuracy Best
8
MNIST 200 samples (train)
0p-value
8
Split-MNIST 5 tasks (test)
80.3Accuracy
7
MNIST
0.027Validation Loss
7
MNIST (train)
0.27Peak Memory Usage
7
Split MNIST 10 tasks
99.99Continual Accuracy
7
MNIST
96F1 Score
7
MNIST (train+test)
0.955T5 Score
7
MNIST Large
94.41GM Score
7
MNIST Medium
92.61GM
7
MNIST Small
90.53GM
7
MNIST
99.58Accuracy
7
Split-MNIST K=10, d=50
8.8Memory (KB)
7
MNIST
37Time to 80% Acc (s)
7
MNIST
89Max Accuracy
7
MNIST
88.6Max Accuracy
7
MNIST
19Time to 80% Acc (s)
7
MNIST
11Time to 80% Acc (s)
7
MNIST 10K
0.153BWT-ARI
7
MNIST 10K
72.4Avg Inc ARI
7
MNIST imbalanced
99.03Macro Precision
7
MNIST imbl
99.03Macro Precision
7