MMRB is the first benchmark combining multi-image inputs with chain-of-thought reasoning annotations, and its evaluation shows open-source MLLMs trail commercial models while multi-image reward models are unstable.
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Evaluating MLLMs with Multimodal Multi-image Reasoning Benchmark
MMRB is the first benchmark combining multi-image inputs with chain-of-thought reasoning annotations, and its evaluation shows open-source MLLMs trail commercial models while multi-image reward models are unstable.