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DocVQA

vision · document-understanding↗ Quelle

71Evidence

saturated

What it measures

Fragen zu gescannten Dokumenten, Formularen und Rechnungen.

What it does not measure

Natuerliche Fotos, Video.

How the score is composed

Currency95

Discrimination100

Headroom15

Contamination safety55

Gaming resistance100

Methodological rigor80

Reproducibility60

Details

Benchmaxxing risk: low
Difficulty: medium
Public test set: yes
Human-verified: yes
LLM-judged: no
Letzter Messwert: 2026-09-10
Skala: 0–100 ANLS (höher besser)

Best measured models

1DeepSeek V4.1 FlashDeepSeekvendor number95.6 ANLS
2Mage-VLMicrosoftvendor number94.69 ANLS
3Phi-4-multimodalMicrosoftvendor number69.3 ANLS