Datasets › LSMDC
LSMDC (Large Scale Movie Description Challenge)
This dataset contains 118,081 short video clips extracted from 202 movies. Each video has a caption, either extracted from the movie script or from transcribed DVS (descriptive video services) for the visually impaired. The validation set contains 7408 clips and evaluation is performed on a test set of 1000 videos from movies disjoint from the training and val sets.
Source: Use What You Have: Video Retrieval Using Representations From Collaborative Experts Image Source: https://sites.google.com/site/describingmovies/
Benchmarks archive 2025-07-28
All 3 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 | ||||
|---|---|---|---|---|---|---|
| Video Retrieval | LSMDC | InternVideo2-6B text-to-video R@1 46.4 | InternVideo2: Scaling Foundation Models for Multimodal... | opengvlab/internvideo +1 | 38 | Compare |
| Zero-Shot Video Retrieval | LSMDC | InternVideo2-6B text-to-video R@1 33.8 | InternVideo2: Scaling Foundation Models for Multimodal... | opengvlab/internvideo +1 | 16 | Compare |
| Zero-Shot Learning | LSMDC | FrozenBiLM Accuracy 51.5 | Zero-Shot Video Question Answering via Frozen... | antoyang/FrozenBiLM +2 | 1 | Compare |
Papers archive 2025-07-28
30 shown of 41 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 126. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 41 is in the JSON twin.
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
No language tagged.
Variants archive 2025-07-28
- LSMDC
1 variant name, as the archive lists them.
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