Image Translation on ZH-EN
65.9BLEUVaaWIT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VaaWITTrainable Parameters=50M, LLM Backbone=Qwen3-8B2026.05 | 65.9 | 94.8 | |
| AnyTransLLM Backbone=Qwen3-8B2026.05 | 63.8 | 83.9 | |
| Translatotron-VTrainable Parameters=175M, LLM Backbone=Qwen3-8B2026.05 | 52.6 | 83.1 | |
| UMTITTrainable Parameters=293M, LLM Backbone=Qwen3-8B2026.05 | 52 | 80.8 | |
| PEITTrainable Parameters=71.6M, LLM Backbone=Qwen3-8B2026.05 | 47.2 | 79.2 | |
| DIMTDATrainable Parameters=242.6M, LLM Backbone=Qwen3-8B2026.05 | 46.6 | 82.4 | |
| ItNetTrainable Parameters=60.6M, LLM Backbone=Qwen3-8B2026.05 | 39.3 | 71.1 | |
| E2ETITTrainable Parameters=122M, LLM Backbone=Qwen3-8B2026.05 | 31.5 | 56.1 |