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Evaluation sources

Roboflow Vision Evals

Roboflow · Image reading, counting, OCR, and information extraction

Official evaluation
Across NexGateHub AI News Observing
Evidence budgetNot scored
Upstream data timeUnverified
Last successful syncCollection has not started

What it measures and how

Six tasks share a budget. Strict accuracy and model-judge scores remain distinct; three-run half-ranges are not 95% intervals.

How this evidence is used

Under review: the new API is rate-limited. The old repository lacks current models and cannot substitute for new results.

Evaluation limits & attribution

Under review: the new API is rate-limited. The old repository lacks current models and cannot substitute for new results.

Data license: Leaderboard-data usage terms need confirmation.

Results are published by Roboflow. Original scores and the NexGateHub consensus index use different scales and cannot be added directly.