Author

Zhuoran Yu

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Preprint Sep 2026

Not Another Text Benchmark: Putting the"Visual"Back in Visual Question Answering for Large Video Models

Three new vision-centric evaluation benchmarks in temporal frame retrieval, video future prediction, and causal memory distortion are introduced, all designed around evaluating visual understanding capabilities in large video models, which complements the existing approaches to evaluate video understanding in frontier...

Rwiddhi Chakraborty, Y. Wang, Cheng Zhang et al. · 0 citations

#artificial intelligence Preprint Sep 2026

DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents

This work introduces DocHop, a benchmark for integrated chart--context reasoning in document-style images and constructs DocHop via a stochastic logic-first generation pipeline with controllable reasoning depth and visual density, to enable systematic evaluation.

Zhuo-Ran Yu, Le Thien Phuc Nguyen, Jaden Park et al. · 1 citation