Datasets › VidChapters-7M
VidChapters-7M
VidChapters-7M is a dataset of 817K user-chaptered videos including 7M chapters in total. VidChapters-7M is automatically created from videos online in a scalable manner by scraping user-annotated chapters and hence without any additional manual annotation. It is designed for training and evaluating models for video chapter generation with or without ground-truth boundaries, and video chapter grounding, as well as for video-language pretraining.
Benchmarks archive 2025-07-28
All 4 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Language-Based Temporal Localization | VidChapters-7M | ReVisionLLM R1@.9 15.2 | ReVisionLLM: Recursive Vision-Language Model for... | tanveer81/revisionllm | 2 | Compare |
| Video Chaptering | VidChapters-7M | Chapter-Llama P@5s 52.0 | Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs | lucas-ventura/chapter-llama | 2 | Compare |
| Dense Video Captioning | VidChapters-7M | Vid2Seq CIDEr 55.7 | — | — | 1 | Compare |
| Video Captioning | VidChapters-7M | Vid2Seq CIDEr 120.5 | — | — | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 5. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs | 1 | 1 | 31 Mar 2025 | not harvested |
| ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos | 1 | 1 | 22 Nov 2024 | not harvested |
| VidChapters-7M: Video Chapters at Scale | 1 | 1 | 25 Sep 2023 | ran 0 of 9 samples (9 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- VidChapters-7M
1 variant name, as the archive lists them.
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