AIMarkTechPostabout 2 hours ago
PerceptionBench Workflow Evaluates Multimodal Vision Models
20 min read
A tutorial designs an end-to-end evaluation workflow for PerceptionBench, a multimodal benchmark measuring fine-grained visual perception across OCR, counting, localization, contextual reasoning, comparison, depth understanding, and hallucination detection. The workflow uses robust data loading and automated judging in a Colab-compatible environment.
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