Image Translation on VISTRA v1 (test)
18.4de BLEUOmniFusion
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OmniFusionOCR Source=Ground-Truth, Segmentation Level=Ground-Truth2025.12 | 18.4 | 35 | 62.2 | 36.9 | 62.5 | 81.9 | 20.4 | 38.8 | 74 | 16.5 | 43.5 | 84.6 | |
| SeedX 7B PPOOCR Source=Ground-Truth, Segmentation Level=Ground-Truth2025.12 | 14.5 | 27.4 | 57.8 | 35.6 | 63.1 | 81.8 | 23.5 | 49.2 | 78.9 | 13.9 | 34.5 | 83.4 | |
| OmniFusionOCR Source=PaddleOCR-v5, Segmentation Level=Layout-level2025.12 | 13.6 | 30.1 | 56.9 | 28.1 | 56.2 | 74.5 | 15.2 | 36.7 | 68.5 | 5.4 | 27.9 | 71.4 | |
| Tower-Instruct 7BOCR Source=PaddleOCR-v5, Segmentation Level=Layout-level2025.12 | 11.2 | 27.4 | 53.7 | 19.1 | 46.4 | 68.2 | 10.6 | 30.7 | 63.3 | 8.4 | 22.9 | 68.3 | |
| Tower-Instruct 7BOCR Source=Ground-Truth, Segmentation Level=Ground-Truth2025.12 | 11 | 31.6 | 59.2 | 28.1 | 53.2 | 75.4 | 15.1 | 34.4 | 69.2 | 23.3 | 37.5 | 83.1 | |
| SeedX 7B PPOOCR Source=PaddleOCR-v5, Segmentation Level=Layout-level2025.12 | 10.3 | 23.7 | 53.1 | 28.4 | 56.8 | 74 | 17.3 | 43.4 | 71.2 | 2 | 14.8 | 67.8 | |
| OmniFusionOCR Source=PaddleOCR-v5, Segmentation Level=Line-level2025.12 | 9.2 | 25.3 | 53.5 | 19.8 | 50.7 | 70.4 | 11 | 34.8 | 64.6 | 1.3 | 22.1 | 67.6 | |
| SeedX 7B PPOOCR Source=PaddleOCR-v5, Segmentation Level=Line-level2025.12 | 6.7 | 21.3 | 50.9 | 18.3 | 48.8 | 68.9 | 10.8 | 37.8 | 65.6 | 0.6 | 7.4 | 62.8 | |
| Tower-Instruct 7BOCR Source=PaddleOCR-v5, Segmentation Level=Line-level2025.12 | 4.5 | 23.3 | 50.5 | 11.6 | 40 | 63.2 | 7.3 | 28.9 | 59.1 | 3.5 | 17.2 | 63.1 |