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ModelScale

Multimodal & Grounded benchmark

OmniDocBench leaderboard

Every model the catalog carries a published OmniDocBench value for, ranked by that value.

CategoryMultimodal & Grounded
MeasureDocument-understanding score
TasksComplex document-understanding tasks
DifficultyGrounded document reasoning

A document-understanding benchmark for parsing and reasoning over complex document layouts.

OmniDocBench ranking

1 model with a published OmniDocBench value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.

Models ranked by their published OmniDocBench value
RankModelProviderDocument-understanding score
1Kimi K3Moonshot AI91.1

Evidence key: Observed

Rows are ordered by the value Kimi K3: Open Frontier Intelligence published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.

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