| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| dSprites | BLAE | k-NN Accuracy73.9 | 10 | 3mo ago | |
| MNIST non-uniform | k-NN Accuracy91.4 | 10 | 3mo ago | ||
| MNIST Uniform (test) | BLAE | k-NN Accuracy90.3 | 10 | 3mo ago | |
| MNIST | Scaling Equivariance Error185.42 | 9 | 4mo ago | ||
| CIFAR10 | GeomAE | Reciprocity95 | 7 | 4mo ago | |
| PBMC3k | RTD-AE | Rec Score88 | 7 | 4mo ago | |
| FMNIST | RTD-AE | Reconstruction Error0.09 | 7 | 4mo ago | |
| Paul15 | RTD-AE | Rec96 | 7 | 4mo ago | |
| MNIST 20k samples | MSE0.0021 | 5 | 17d ago | ||
| Rotated MNIST Double Digit | MSE0.008 | 4 | 1mo ago | ||
| CIFAR-100 (test) | Sel-CL | Weighted KNN Acc (Clean 0%)77.94 | 4 | 5mo ago | |
| Two Circles | COH | MSE0.0001 | 3 | 1mo ago | |
| GLUE (test) | BERT | GLUE Score80.5 | 3 | 5mo ago | |
| KITTI-Masks (test) | - | - | 0 | 5mo ago |
