| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Translatotron-V De-En (test) | UniTranslator | BLEU27.77 | 28 | 1mo ago | |
| EN-IT | VaaWIT | BLEU38.1 | 22 | 2mo ago | |
| Translatotron-V En-De (test) | BLEU19.61 | 14 | 1mo ago | ||
| VISTRA v1 (test) | OmniFusion | de BLEU18.4 | 9 | 4mo ago | |
| OBJECT Seen Objects v1 (test) | 3DIT | PSNR16.859 | 9 | 4mo ago | |
| ZH-EN | VaaWIT | BLEU65.9 | 8 | 2mo ago | |
| ADE20k | UNITE | VGG42 Score0.883 | 8 | 4mo ago | |
| ECOIT ZH-EN (test) | MNAFT | METEOR75.1 | 7 | 3mo ago | |
| edge2handlebags 256x256 (test) | RDBM | PSNR19.26 | 7 | 3mo ago | |
| Vistra corpus 264 single-text images | Gemma 3 | MetricX2.6 | 6 | 4mo ago | |
| Cityscapes (held-out) | cAttnFlow-iMap | Conditional Bits/Dim2.31 | 6 | 4mo ago | |
| Taskonomy Shade Normal Edge | AsymFusion | FID79.4 | 5 | 4mo ago | |
| Taskonomy Depth, Texture, Normal | AsymFusion | FID75.1 | 5 | 4mo ago | |
| Taskonomy Normal Texture | AsymFusion | FID77.8 | 5 | 4mo ago | |
| Taskonomy Shade Depth | AsymFusion | FID82.5 | 5 | 4mo ago | |
| Contrast-to-non-contrast epoch 10 (test) | Ours (DCE) | SSIM96 | 3 | 1mo ago | |
| Edges to Shoes (test) | NADB | FID42.2 | 3 | 1mo ago | |
| OBJECT dataset Unseen Objects v1 (test) | 3DIT | PSNR15.2 | 3 | 4mo ago |
