ReceiptBench provides a 10k-receipt benchmark with four hierarchical VIE subtasks and a GRPO-based training framework that achieves SOTA results on receipt reasoning and parsing over proprietary models.
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From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding
ReceiptBench provides a 10k-receipt benchmark with four hierarchical VIE subtasks and a GRPO-based training framework that achieves SOTA results on receipt reasoning and parsing over proprietary models.