Is MiniCPM (OCR) superseded?

MiniCPM (OCR) (Retrieval-augmented generation): superseded — cited as a baseline and beaten by newer methods. 0 paper(s) critique it, 2 beat it on benchmarks — #102 of 1179 most-superseded. Sub-problem: cluster led by MMGraphRAG. Newer alternatives in the same sub-problem include VideoStir, Graph-to-Frame RAG, MG²-RAG, AutoThinkRAG, AgenticOCR.

Retrieval-augmented generation

MiniCPM (OCR)

Superseded baseline#102 of 1,179 most-superseded

Superseded — cited as a baseline and beaten by newer methods

0 papers critique it · 2 beat it on benchmarks

Beaten on benchmarks

Head-to-head results where a newer method reports beating MiniCPM (OCR). Values are copied from the source paper's tables — verify against the cited paper.

VisRAG-Ret beats MiniCPM (OCR)
69.17 vs 47.96
Average MRR@10 · [Out-of-domain: Models Fine-tuned on Synthetic Data]
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
VisRAG-Gen Page Concatenation beats MiniCPM (OCR)
36.16 vs 27.68
Average accuracy top-1 · [Text-based Generation with MiniCPM (OCR)]
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
VisRAG-Ret beats MiniCPM (OCR)
77.91 vs 74.78
Average MRR@10 · [MLLMs as End-to-End Representers]
Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey

What to use instead

Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.