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created_time: 2025-11-28T16:55:31.611Z
updated_time: 2025-11-30T13:30:30.142Z
user_created_time: 2025-11-28T16:55:31.611Z
user_updated_time: 2025-11-30T13:30:30.142Z
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ocr_text: English Chinese\nModel Tokens erall text formula table order overall text formula table order\nPipline Models\nDolphin [11] - 0.356 0.352 0.465 0.258 0.35 044 044 0.604 0.367 0.351\nMarker [1] - 0.296 0.085 0.374 0.609 0.116 0.497 0.293 0.688 0.678 0.329\nMathpix [2] - 0.191 0.105 0.306 0.243 0.108 0.364 0.381 0.454 0.32 0.30\nMinerU-2.1.1 [34] - 0.162 0.072 0.313 0.166 0.097 0.244 0.111 0.581 0.15 0.136\nMonkeyOCR-1.2B [18] - 0.154 0.062 0.295 0.164 0.094 0.263 0.179 0.464 0.168 0.243\nPPstructure-v3 [9] - 0.152 0.073 0.295 0.162 0.077 0.223 0.136 0.535 0.111 0.11\nEnd-to-end Models\nNougat [6] 2352 0.452 0.365 0.488 0.572 0.382 0.973 0.998 0.941 1.00 0.954\nSmolDocling [25] 392 0.493 0.262 0.753 0.729 0.227 0.816 0.838 0.997 0.907 0.522\nInternVL2-76B [8] 6790 044 0353 0.543 0.547 0.317 0.443 0.29 0.701 0.555 0.228\nQwen2.5-VL-7B [5] 3949 0.316 0.151 0.376 0.598 0.138 0.399 0.243 05 0.627 0.226\nOLMOCR [28] 3949 0.326 0.097 0.455 0.608 0.145 0.469 0.293 0.655 0.652 0.277\nGOT-OCR2.0 [38] 256 0.287 0.189 0.360 0459 0.141 0.411 0.315 0.528 0.52 0.28\nOCRFlux-3B [3] 3949 0.238 0.112 0.447 0.269 0.126 0.349 0.256 0.716 0.162 0.263\nGPT4o [26] - 0.233 0.144 0425 0.234 0.128 0.399 0.409 0.606 0.329 0.251\nInternVL3-78B [42] 6790 0218 0.117 038 0.279 0.095 0.296 0.21 0.533 0.282 0.161\nQwen2.5-VL-72B [5] 3949 0.214 0.092 0.315 0.341 0.106 0.261 0.18 0.434 0.262 0.168\ndots.ocr [30] 3949 0.182 0.137 0.320 0.166 0.182 0.261 0.229 0.468 0.160 0.261\nGemini2.5-Pro [4] - 0.148 0.055 0.356 0.13 0.049 0.212 0.168 0.439 0.119 0.121\nMinerU2.0 [34] 6790 0.133 0.045 0.273 0.15 0.066 0.238 0.115 0.506 0.209 0.122\ndots.ocr200dpi [30] 5545 0.125 0.032 0.329 0.099 0.04 0.16 0.066 0.416 0.092 0.067\nDeepSeek-OCR (end2end)\nTiny 64 0.386 0.373 0.469 0422 0.283 0.361 0.307 0.635 0.266 0.236\nSmall 100 0.221 0.142 0.373 0.242 0.125 0.284 0.24 0.53 0.159 0.205\nBase 256(182) 0.137 0.054 0.267 0.163 0.064 0.24 0205 0474 0.1 0.181\nLarge 400(285) 0.138 0.054 0.277 0.152 0.067 0.208 0.143 0.461 0.104 0.123\nGundam 795 0.127 0.043 0.269 0.134 0.062 0.181 0.097 0.432 0.089 0.103\nGundam-M200dpi 1853 0.123 0.049 0.242 0.147 0.056 0.157 0.087 0.377 0.08 0.085
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