CountVideoBench: A Benchmark to Evaluate Prediction Biases on the Object Counting task by Video-Language Models.

arXiv:2610.28356v3 Announce Type: replace-cross Abstract: Object counting in videos remains a poorly characterized capability of multimodal large language models. Counting questions are included in many existing VideoQA benchmarks, but the ground-truth count d