Classify any document or figure against labels you choose

Upload a document page or figure image, type a comma-separated list of candidate labels, and doc-img-classification ranks them — open-vocabulary, no fixed class list. Scores are calibrated per-label match probabilities.

→ model · leaderboard · benchmark

_{⏱️ The first classify cold-starts a shared GPU (~20–40s); later ones are fast.}

About the author

This demo is maintained and funded by Nutrient — The deterministic document infrastructure enterprises run their highest-stakes workflows on: replayable output, clear exceptions, and full audit trails on the messy, regulated documents where AI alone breaks.