Chart Parsing on In-house chart benchmark
91.74RMS-F1 (Overall)PaddleOCR-VL-1.6
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PaddleOCR-VL-1.62026.06 | 91.74 | 90.11 | 93.37 | |
| Gemini 3 Flash2026.06 | 89.45 | 88.23 | 90.66 | |
| PaddleOCR-VL2026.06 | 84.4 | 82.22 | 85.49 | |
| PP-StructureV32026.06 | 80.6 | 79.63 | 81.09 | |
| PaddleOCR-VL-1.52026.06 | 80.37 | 76.15 | 84.58 | |
| HunyuanOCR2026.06 | 75.13 | 65.54 | 79.92 | |
| qwenVL-2.5-72BParameters=72B2026.06 | 73 | 69.72 | 74.64 | |
| OneChart2026.06 | 37.16 | 13.84 | 48.82 | |
| GOT2026.06 | 31.6 | 11 | 41.9 | |
| TinyChart2026.06 | 21.59 | 47.26 | 8.76 |