MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST Point Cloud
0.93R^2
11
MNIST -> MNIST-M (target test)
97.8Accuracy
11
MNIST (test)
98.12Mean Accuracy
11
MNIST-multi Real-world (full stream)
82.5G-mean
11
MNIST-01 Real-world (full stream)
0.747G-mean
11
MNIST-multi Real-world
99.8Specificity
11
MNIST-23 Real-world
99.3Specificity
11
MNIST 01 Real-world
0.997Specificity
11
MNIST multi
92.4Recall
11
MNIST 23
98.6Recall
11
MNIST 01
0.925Recall
11
MNIST 23
0.88Avg PAUC
11
MNIST 01
0.828Avg PAUC
11
MNIST
99.4Coverage (alpha=0.025)
11
MNIST 5K
58.4ARI
11
MNIST
91.38Accuracy
11
MNIST (test)
77.2Acc
11
MNIST (test)
73.5Accuracy
11
MNIST (test)
1.643IM1 Score
11
MNIST 1
99.99F1-macro
11
MNIST 0
99.99F1-macro
11
MNIST 1
1AUROC
11
MNIST 0
1AUROC
11
MNIST 1
99.99AUPRC
11
MNIST0
99.99AUPRC
11