NaturalBench is a robust, vision-centric, bias-free VQA benchmark for evaluating compositional reasoning in visual language models(VLMs). A whole thread about NaturalBench and why it is an important benchmark in multimodal community
NaturalBench: Vision-Centric VQA Benchmark for Compositional Reasoning
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