anonymous-video-benchmark/toc_bench
TOC-Bench: A Temporal Object Consistency Benchmark for Video Large Language Models TOC-Bench is a diagnostic benchmark for evaluating whether Video Large Language Models maintain object identity, state, persistence, and temporal relations throughout a video. It focuses on object-centric phenomena including occlusion, disappearance, reappearance, repeated events, event order, temporal location, duration, conditional state, and relative movement. Anonymous-review notice. This… See the full description on the dataset page: https://huggingface.co/datasets/anonymous-video-benchmark/toc_bench.
| Author / organization | anonymous-video-benchmark |
|---|---|
| License (as declared) | other |
| Downloads | 1.2K (as reported by Hugging Face) |
| Likes | 0 |
| Created | 2 May 2026 |
| Last updated at source | 25 July 2026 |
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