Image-to-Image Translation on EMNIST to MNIST (test)
4.23FIDalpha-DSBM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| alpha-DSBMBackbone=two-networks, Finetuning protocol=online, EMA=false, epsilon=12024.09 | 4.23 | 0.361 | — | — | — | — | — | — | |
| alpha-DSBMBackbone=two-networks, Finetuning protocol=online, EMA=true, epsilon=12024.09 | 4.28 | 0.368 | — | — | — | — | — | — | |
| alpha-DSBMBackbone=bidirectional, Finetuning protocol=online, EMA=true, epsilon=12024.09 | 4.39 | 0.387 | — | — | — | — | — | — | |
| alpha-DSBMBackbone=bidirectional, Finetuning protocol=online, EMA=false, epsilon=12024.09 | 4.57 | 0.369 | — | — | — | — | — | — | |
| DSBM (reimplemented)Backbone=two-networks, Finetuning protocol=iterative, epsilon=12024.09 | 5.25 | 0.345 | — | — | — | — | — | — | |
| DSBM2024.05 | 6 | — | — | — | — | — | — | — | |
| Pretrained two-networks modelBackbone=two-networks2024.09 | 6.02 | 0.564 | — | — | — | — | — | — | |
| Pretrained bidirectional modelBackbone=bidirectional2024.09 | 6.33 | 0.572 | — | — | — | — | — | — | |
| IDBMsigma=12024.05 | 8.2 | — | — | — | — | — | — | — | |
| alpha-RSBMDirection=Pi0 <- Pi12026.07 | 8.23 | 0.362 | — | — | — | — | — | — | |
| alpha-DSBMDirection=Pi0 <- Pi12026.07 | 8.58 | 0.415 | — | — | — | — | — | — | |
| DBFSsigma=12024.05 | 9.1 | — | — | — | — | — | — | — | |
| DSBM*2024.09 | 10.59 | 0.375 | — | — | — | — | — | — |