Web Image Translation on Multilingual Web Image Translation KO-EN
43.9BLEUGPT4.1†
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPT4.1†Tuning Strategy=Zero-Shot2026.05 | 43.9 | 94.6 | |
| Gemini2.5 Pro†Tuning Strategy=Zero-Shot2026.05 | 42.6 | 87.1 | |
| VaaWIT on LLaMA3.1 (8B)Backbone=LLaMA3.1 (8B), Tuning Strategy=DSAM + VAA2026.05 | 36.2 | 88.7 | |
| VaaWIT on Qwen3 (8B)Backbone=Qwen3 (8B), Tuning Strategy=DSAM + VAA2026.05 | 35.2 | 85.6 | |
| EasyOCR_Google APIType=Cascaded Model2026.05 | 33.9 | 86.1 | |
| Qwen3-VL (32B)Tuning Strategy=Zero-Shot, Parameters=32B2026.05 | 33.9 | 77.9 | |
| Full Fine-TuningBackbone=Qwen3-VL (8B), Tuning Strategy=Full Fine-Tuning2026.05 | 31.4 | 83.1 | |
| Qwen3-VL (8B)Tuning Strategy=Zero-Shot, Parameters=8B2026.05 | 27.9 | 69.6 | |
| Chain-of-ThoughtBackbone=Qwen3-VL (8B), Tuning Strategy=Prompting2026.05 | 27.5 | 77.1 | |
| PP-OCR_Microsoft APIType=Cascaded Model2026.05 | 27.1 | 81.3 | |
| LoRABackbone=Qwen3-VL (8B), Tuning Strategy=LoRA (r=8)2026.05 | 19.2 | 75.2 | |
| LLaMA3.2 (90B)Tuning Strategy=Zero-Shot, Parameters=90B2026.05 | 6.9 | 65.8 | |
| LLaMA3.2 (11B)Tuning Strategy=Zero-Shot, Parameters=11B2026.05 | 5 | 52.6 | |
| LLaVA-OV (7B)Tuning Strategy=Zero-Shot, Parameters=7B2026.05 | 3 | 46.1 |