Representation Learning on MNIST 20k samples
0.0021MSEAE-only
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AE-only2026.07 | 0.0021 | 91.8 | 0.06 | 0.139 | 64 | |
| AE+Contrastive2026.07 | 0.0023 | 99.2 | 0.744 | 0.172 | 64 | |
| AE+IGLProtocol=Joint2026.07 | 0.0025 | 99 | 0.47 | 0.123 | 9 | |
| AE+IGLProtocol=Two-stage2026.07 | 0.0036 | 99.1 | 0.63 | 0.122 | 12 | |
| AE+KL2026.07 | 0.0073 | 93.3 | 0.042 | 0.156 | 64 |