Canonical Text Recognition on English recognition
95.3RTextPecker (InternVL3-8B)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TextPecker (InternVL3-8B)level=Box-level2026.02 | 95.3 | 0.03 | |
| TextPecker (InternVL3-8B)level=Image-level2026.02 | 94.4 | 0.035 | |
| TextPecker (Qwen3-VL-8B)level=Box-level2026.02 | 94.1 | 0.038 | |
| TextPecker (Qwen3-VL-8B)level=Image-level2026.02 | 91.8 | 0.046 | |
| Qwen3-VL-8Blevel=Image-level2026.02 | 80.7 | 0.078 | |
| Qwen3-VL-8Blevel=Box-level2026.02 | 76.1 | 0.112 | |
| InternVL3-8Blevel=Image-level2026.02 | 75.9 | 0.102 | |
| Doubao-Seed-1.6-thinklevel=Image-level2026.02 | 73.6 | 0.119 | |
| PP-OCRv5level=Image-level2026.02 | 72 | 0.137 | |
| Doubao-Seed-1.6level=Image-level2026.02 | 71.4 | 0.169 | |
| GOT-OCR-2.0level=Image-level2026.02 | 61 | 0.186 | |
| MonkeyOCRlevel=Image-level2026.02 | 57.8 | 0.209 | |
| GPT-5level=Image-level2026.02 | 55.6 | 0.359 | |
| InternVL3-8Blevel=Box-level2026.02 | 55.1 | 0.302 | |
| Doubao-Seed-1.6-thinklevel=Box-level2026.02 | 41.8 | 0.414 | |
| Gemini-2.5-prolevel=Image-level2026.02 | 41.5 | 0.557 | |
| GPT-5level=Box-level2026.02 | 39.8 | 0.45 | |
| Doubao-Seed-1.6level=Box-level2026.02 | 37.6 | 0.473 | |
| Gemini-2.5-prolevel=Box-level2026.02 | 30 | 0.571 |