| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MNIST 1D binarized / original 2D (5,000 random samples, 10-fold cross val) | Test Accuracy97.4 | 7 | 17d ago | ||
| Superpixel MNIST 75 vertices (test) | PolyConv | Accuracy0.9895 | 7 | 1mo ago | |
| MNIST non-i.i.d. partitioning, Erdős–Rényi graph 34 (test) | Accuracy97.51 | 4 | 1mo ago | ||
| MNIST non-i.i.d. partitioning Ring topology 34 (test) | Accuracy97.82 | 4 | 1mo ago | ||
| MNIST non-i.i.d. partitioning, Regular graph 34 (test) | Accuracy97.19 | 4 | 1mo ago | ||
| MNIST non-i.i.d. partitioning Complete graph 34 (test) | Accuracy97.64 | 4 | 1mo ago | ||
| MNIST (test) | CIL | Accuracy (Complete)97.44 | 4 | 1mo ago | |
| pendigits (train) | IhSC | Misclassification Rate0.2565 | 3 | 11d ago | |
| usps (train) | IhSC | Error Count2,027 | 3 | 11d ago |
