{"id":"minicpm-ocr-jev","slug":"minicpm-ocr-jev","name":"MiniCPM-OCR Jev","orgId":"openbmb","family":"minicpm-ocr-jev","releaseDate":null,"availability":"announced","openWeights":true,"license":null,"paramsTotal":null,"paramsSource":null,"contextWindow":null,"knowledgeCutoff":null,"modelCardUrl":"https://x.com/OpenBMB/status/2115124474882469955","hfRepo":null,"modalities":["image","text"],"aliases":["MiniCPM-OCR Jev","minicpm-ocr-jev","minicpm ocr jev","openbmb/minicpm-ocr-jev","minicpm-ocr-1.0-jev"],"aliasNote":null,"origin":"tracked","tracked":{"trackedSince":"2026-10-27","announced":"2026-10-27","blurb":"OpenBMB's OCR checking model. Given a text, formula or table region from a document and a candidate OCR result from any parser, it returns a score from 0 to 1 for how likely the result is correct, to auto-accept reliable regions, send the rest to human review, or pick among several OCR models. Open weights under Apache 2.0.","api":"none","openWeights":"yes","params":{"text":"2B","source":"Hugging Face model card (safetensors: 2,213,245,760)"},"facts":[{"label":"Base","value":"Trained from Qwen3.5-2B; vision encoder and language backbone kept, LM head replaced with a binary classification head"},{"label":"Input / output","value":"Region image + candidate OCR text (and its rendered image) in; a 0-1 correctness score out"},{"label":"Languages","value":"Chinese and English"},{"label":"Weights","value":"Hugging Face openbmb/MiniCPM-OCR-Jev, plus GGUF, AWQ and GPTQ builds"},{"label":"License","value":"Apache 2.0"},{"label":"API","value":"Cloud API listed as coming soon in the lab's GitHub repo"}],"claims":["Lab claim: 93.6 AUROC (x100) on JevOCRBench, above JEV-35B-A3B (90.1) and close to Qwen3.5-397B-A17B (93.8); 91.9-93.4 on parses from MiniCPM-OCR 1.0, GLM-OCR, PaddleOCR-VL-1.6 and Xiaomi-OCR-0."],"sources":[{"kind":"lab","title":"OpenBMB announcement on X","url":"https://x.com/OpenBMB/status/2115124474882469955","date":"2026-10-27"},{"kind":"repo","title":"OpenBMB/MiniCPM-OCR on GitHub","url":"https://github.com/OpenBMB/MiniCPM-OCR","date":"2026-10-27"},{"kind":"repo","title":"openbmb/MiniCPM-OCR-Jev on Hugging Face","url":"https://huggingface.co/openbmb/MiniCPM-OCR-Jev"}],"firstBenchmark":null},"organization":{"id":"openbmb","name":"OpenBMB","slug":"openbmb","country":null,"url":"https://github.com/OpenBMB","color":"#11110F","mark":"O"},"price":null,"answer":{"word":"Pending benchmarks.","scope":"Announced Oct 27, 2026; no independent results yet.","lead":"As of Nov 3, 2026, MiniCPM-OCR Jev is pending benchmarks on isitsota: announced Oct 27, 2026, with no independent results on the boards we track yet.","confidence":"low"},"status":"PENDING_BENCHMARKS","verdicts":[]}