In-Image Machine Translation on PRIM
13.1BLEU (En-De)UniTranslator
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UniTranslatorModel Category=End-to-end Models2026.06 | 13.1 | 48.7 | 21.6 | 58.5 | 7.4 | 43.3 | 8.4 | 50.2 | 13.5 | 52.8 | 12.8 | 50.7 | 22.9 | |
| VisTransModel Category=End-to-end Models2026.06 | 12.6 | 44.4 | 17 | 49.4 | 5.9 | 41.8 | 7.2 | 49.4 | 13.9 | 50.2 | 11.3 | 47 | 28.8 | |
| PEIT-RenderModel Category=Cascade Models2026.06 | 10.4 | 45.1 | 14 | 48.1 | 7.9 | 46.2 | 5.3 | 47.7 | 14.2 | 52.9 | 10.4 | 48 | 101.4 | |
| PARSeq-mTransformer-RenderModel Category=Cascade Models2026.06 | 9.5 | 41.7 | 13.8 | 46.9 | 7.7 | 43.9 | 5.5 | 48.1 | 12.8 | 53.5 | 9.9 | 46.8 | 103.8 | |
| TranslatotronVModel Category=End-to-end Models2026.06 | 1.7 | 34.3 | 1.9 | 30.2 | 1.1 | 30.5 | 0.9 | 32 | 1.3 | 33.9 | 1.4 | 32.2 | 69.1 |