MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST8M
80AMI
4
MNIST (test)
1.51Error Rate
4
MNIST
0.997Type II Error (Beta)
4
Split-N-MNIST
82Average Accuracy (AA)
4
Split-MNIST 5 tasks
99.3Average Accuracy (AA)
4
MNIST non-i.i.d. partitioning, Dirichlet alpha=0.5, Erdős–Rényi graph (test)
97.51Accuracy
4
MNIST non-i.i.d. partitioning, Dirichlet alpha=0.5, Ring graph (test)
97.82Accuracy
4
MNIST non-i.i.d. partitioning Dirichlet alpha=0.5 Regular graph (test)
97.19Accuracy
4
MNIST non-i.i.d. partitioning, Dirichlet alpha=0.5, Complete graph (test)
97.64Accuracy
4
MNIST i.i.d. partitioning (test)
97.49Accuracy (Complete)
4
MNIST
80.06Detection Rate (Top 5)
4
MNIST
11.53Verification Overhead (s)
4
MNIST
98.35Accuracy
4
MNIST
99.04Accuracy
4
MNIST
88Accuracy
4
MNIST Multi-Complex Manifold
94.16Accuracy
4
MNIST on Single-Complex Manifold
97.45Accuracy
4
MNIST Multi-Simple Manifold
98.6Accuracy
4
MNIST Single-Simple Manifold
99.11Accuracy
4
MNIST (test)
97.28Test Accuracy (η=0.0)
4
MNIST uniform label noise η=0.5 (7-fold CV)
95.88Average Accuracy
4
MNIST
39Accuracy
4
Permuted-MNIST (full)
90.3Accuracy (%)
4
MNIST
143.18FID (Class 0)
4
MNIST (test)
0.073MSE
4