POTATR extends TATR into a 29M-parameter image-to-graph model for contextual page-level table extraction, reporting 0.964 GriTS_Con on PubTables-v2 Single Pages while running 130x faster and 300x cheaper than tested alternatives including MLLMs.
In: ICLR (2021) 14 B
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POTATR: A Lightweight Image-to-Graph Model for Page-Level Table Extraction
POTATR extends TATR into a 29M-parameter image-to-graph model for contextual page-level table extraction, reporting 0.964 GriTS_Con on PubTables-v2 Single Pages while running 130x faster and 300x cheaper than tested alternatives including MLLMs.