Valor32k-AVQA v2.0 is an open-ended audio-visual question answering dataset and benchmark with 28,861 videos and 225,487 question-answer pairs in this Hugging Face release. Each question is annotated with a modality label (visual, audio, or audio-visual) and one of six categories: description, action, count, temporal, location, and relative-position.