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Heinz217/TraceAV-Bench

TraceAV-Bench Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos TraceAV-Bench is the first benchmark to jointly evaluate multi-hop reasoning over long audio-visual trajectories and multimodal hallucination robustness. It contains 2,200 trajectory-grounded multiple-choice questions over 578 long videos (339.5 hours total), organized into 4 evaluation dimensions and 15 sub-tasks. Every question is grounded in an explicit reasoning chain… See the full description on the dataset page: https://huggingface.co/datasets/Heinz217/TraceAV-Bench.

Author / organizationHeinz217
License (as declared)cc-by-4.0
Downloads222 (as reported by Hugging Face)
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Created9 May 2026
Last updated at source13 May 2026
benchmarklong-video-understandingaudio-visualmulti-hop-reasoningomni-llmhallucination-robustness
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  • 16 Oct 2026 Description: TraceAV-Bench Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos TraceAV-Bench is the first benchmark to jointly evaluate multi-hop reasoning over long audio-visual trajectoriesand multimodal hallucination robustness. → TraceAV-Bench Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos TraceAV-Bench is the first benchmark to jointly evaluate multi-hop reasoning over long audio-visual trajectories and multimodal hallucination robustness

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