Graphics Parsing on OmniParsingBench Graphics Module
87.43Overall AccuracyLogics-Parsing-Omni
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Logics-Parsing-Omnistatus=Ours2026.03 | 87.43 | 86.3 | 83.34 | 72.91 | 88.12 | 82.67 | 96.16 | 92.27 | 88.13 | 92.19 | |
| Logics-Parsing-Omni2026.03 | 87.43 | — | — | — | — | 82.67 | — | — | — | 92.19 | |
| Gemini-3-Pro2026.03 | 86.66 | 80.04 | 87.38 | 86.12 | 87.8 | 85.33 | 90.48 | 90.35 | 83.11 | 87.98 | |
| Gemini-3-Pro2026.03 | 86.66 | — | — | — | — | 85.33 | — | — | — | 87.98 | |
| GPT-5.22026.03 | 81.07 | 45.84 | 84.31 | 67.66 | 83.56 | 70.34 | 92.38 | 89.08 | 93.95 | 91.8 | |
| GPT-5.22026.03 | 81.07 | — | — | — | — | 70.34 | — | — | — | 91.8 | |
| Qwen3.5-397B-A17B2026.03 | 78.79 | 46.7 | 83.01 | 76.13 | 91.91 | 74.44 | 86.48 | 88.99 | 73.97 | 83.15 | |
| Qwen3.5-397B-A17BParameters=397B-A17B2026.03 | 78.79 | — | — | — | — | 74.44 | — | — | — | 83.15 | |
| Qwen3-VL-235B-A22B2026.03 | 78 | 52.82 | 84.17 | 67.62 | 83.99 | 72.15 | 86.69 | 83.12 | 81.74 | 83.85 | |
| Qwen3-VL-235B-A22BParameters=235B-A22B2026.03 | 78 | — | — | — | — | 72.15 | — | — | — | 83.85 | |
| Qwen3-Omni-30B-A3B2026.03 | 74.93 | 60.17 | 82.76 | 56.44 | 86.19 | 71.39 | 81.22 | 80.22 | 73.97 | 78.47 | |
| Qwen3-Omni-30B-A3BParameters=30B-A3B2026.03 | 74.93 | — | — | — | — | 71.39 | — | — | — | 78.47 | |
| Qwen3-VL-30B-A3B2026.03 | 73.05 | 62.34 | 82.1 | 53.41 | 67.4 | 66.31 | 82.67 | 82.26 | 74.43 | 79.78 | |
| Qwen3-VL-30B-A3BParameters=30B-A3B2026.03 | 73.05 | — | — | — | — | 66.31 | — | — | — | 79.78 |