Document Layout Analysis and Recognition on OmniDocBench v1.5
94.5Overall ScoreRT-DocLayout
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RT-DocLayoutParams=33M, FPS=132.1, Recognition Method=PaddleOCR-VL-1.5-0.9B [29]2026.06 | 94.5 | 3.5 | 94.21 | 92.76 | — | |
| PP-DocLayoutV2Params=53M, FPS=110.9, Recognition Method=PaddleOCR-VL-1.5-0.9B [29]2026.06 | 93.56 | 3.4 | 92.09 | 92.03 | — | |
| RT-DocLayoutParams=33M, FPS=132.1, Recognition Method=MinerU2.5 [5]2026.06 | 92.68 | 4.3 | 92.19 | 90.12 | — | |
| RT-DocLayoutParams=33M, FPS=132.1, Recognition Method=MonkeyOCR [27]2026.06 | 92.51 | 3.9 | 92.37 | 89.07 | — | |
| PP-DocLayoutV2Params=53M, FPS=110.9, Recognition Method=MinerU2.5 [5]2026.06 | 92 | 4.2 | 90.51 | 89.66 | — | |
| PP-DocLayoutV2Params=53M, FPS=110.9, Recognition Method=MonkeyOCR [27]2026.06 | 91.32 | 3.8 | 89.41 | 88.41 | — | |
| MinerU2.5Params=1.2B, FPS=2.4, Recognition Method=PaddleOCR-VL-1.5-0.9B [29]2026.06 | 91.31 | 4.6 | 87.57 | 90.92 | — | |
| RT-DocLayoutParams=33M, FPS=132.1, Recognition Method=Dolphin-v2 [28]2026.06 | 90.72 | 6 | 89.17 | 89 | — | |
| Dolphin-v2Params=3B, FPS=0.9, Recognition Method=PaddleOCR-VL-1.5-0.9B [29]2026.06 | 90.36 | 4.9 | 87.6 | 88.36 | — | |
| MinerU2.5Params=1.2B, FPS=2.4, Recognition Method=MinerU2.5 [5]2026.06 | 90.17 | 5.2 | 87.81 | 87.95 | — | |
| MinerU2.5Params=1.2B, FPS=2.4, Recognition Method=MonkeyOCR [27]2026.06 | 89.69 | 4.7 | 87.06 | 86.71 | — | |
| Dolphin-v2Params=3B, FPS=0.9, Recognition Method=MinerU2.5 [5]2026.06 | 89.58 | 5.5 | 87.71 | 86.57 | — | |
| Dolphin-v2Params=3B, FPS=0.9, Recognition Method=MonkeyOCR [27]2026.06 | 89.14 | 5.1 | 87.28 | 85.24 | — | |
| MinerU2.5Params=1.2B, FPS=2.4, Recognition Method=Dolphin-v2 [28]2026.06 | 88.25 | 6.8 | 83.55 | 88.02 | — | |
| Dolphin-v2Params=3B, FPS=0.9, Recognition Method=Dolphin-v2 [28]2026.06 | 87.49 | 7.3 | 83.04 | 86.69 | — | |
| PP-DocLayoutV2Params=53M, FPS=110.9, Recognition Method=Dolphin-v2 [28]2026.06 | 87.49 | 7.3 | 83.04 | 86.69 | — | |
| DocLayout-YOLOParams=20M, FPS=107.4, Recognition Method=PaddleOCR-VL-1.5-0.9B [29]2026.06 | 87.29 | 12.7 | 88.74 | 85.83 | — | |
| DocLayout-YOLOParams=20M, FPS=107.4, Recognition Method=MinerU2.5 [5]2026.06 | 85.73 | 13.8 | 87.26 | 83.73 | — | |
| DocLayout-YOLOParams=20M, FPS=107.4, Recognition Method=MonkeyOCR [27]2026.06 | 85.1 | 13 | 85.99 | 82.31 | — | |
| DocLayout-YOLOParams=20M, FPS=107.4, Recognition Method=Dolphin-v2 [28]2026.06 | 84.14 | 15 | 83.92 | 83.47 | — |