DocTrace reaches 52.9/56.4/85.1 on MMLongBench-Doc, LongDocURL, and SlideVQA by generating explicit evidence graphs, surpassing open-source baselines on all three and large closed models on two.
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DocTrace: Towards Traceable Long Document VQA via Hierarchical Evidence Graph Reasoning
DocTrace reaches 52.9/56.4/85.1 on MMLongBench-Doc, LongDocURL, and SlideVQA by generating explicit evidence graphs, surpassing open-source baselines on all three and large closed models on two.