Chart Deplotting on ChartArena Chinese
73.9Accuracy (Bar Chart)HunyuanOCR-1.5
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| HunyuanOCR-1.5Model Type=Expert OCR Models2026.07 | 73.9 | 73.4 | 91.5 | 50.5 | 64.3 | 61.7 | 64.2 | 33.3 | 64.1 | |
| RRVF (7B)Model Type=Expert Chart Deplotting Models2026.07 | 66.5 | 54.3 | 75.3 | 40.3 | 14.1 | 61.2 | 32.4 | 63.8 | 51 | |
| Qwen3-VL-8B-Ins.Model Type=General Purpose VLMs2026.07 | 58.6 | 61.1 | 84.7 | 42.6 | 12.1 | 47.9 | 41.5 | 54.6 | 50.4 | |
| InternVL3.5-8BModel Type=General Purpose VLMs2026.07 | 52.6 | 53.7 | 73.8 | 34.7 | 9.5 | 42.1 | 23.8 | 31.8 | 40.2 | |
| PaddleOCR-VL (1B)Model Type=Expert OCR Models2026.07 | 49.3 | 51.6 | 75.2 | 29 | 20.7 | 54 | — | — | 35.8 | |
| MSRL (7B)Model Type=Expert Chart Deplotting Models2026.07 | 45.2 | 34.3 | 67.9 | 48 | 13 | 35.2 | 12.4 | 18.8 | 34.3 | |
| Qwen3.5-9BModel Type=General Purpose VLMs2026.07 | 45.1 | 54.1 | 76.9 | 44.8 | 18.1 | 49.5 | 38.1 | 54.5 | 47.7 | |
| dots.mocr (3B)Model Type=Expert OCR Models2026.07 | 40.9 | 60.1 | 78.3 | 43.1 | 16 | 47.1 | 20.6 | 19.6 | 40.7 | |
| Qwen2.5-VL-7B-Ins.Model Type=General Purpose VLMs2026.07 | 36.9 | 39.9 | 73.1 | 19.1 | 2.8 | 40.6 | 23.2 | 29.9 | 33.2 | |
| ChartMoE (8B)Model Type=Expert Chart Deplotting Models2026.07 | 24.4 | 22.3 | 48.5 | 16.1 | 1.6 | 19.5 | — | — | 16.7 | |
| ChartCoder (7B)Model Type=Expert Chart Deplotting Models2026.07 | 12.6 | 19.6 | 16.7 | 13.9 | 11.4 | 5.1 | — | — | 9.9 | |
| TinyChart (3B)Model Type=Expert Chart Deplotting Models2026.07 | 6.3 | 3.2 | 5.4 | 3.4 | 1.3 | 4.2 | — | — | 3 | |
| ChartVLM (8.3B)Model Type=Expert Chart Deplotting Models2026.07 | 5.3 | 4.3 | 8.2 | 5 | 0.4 | 4.4 | — | — | 3.5 |