Datasets › YouTube-8M
YouTube-8M
The YouTube-8M dataset is a large scale video dataset, which includes more than 7 million videos with 4716 classes labeled by the annotation system. The dataset consists of three parts: training set, validate set, and test set. In the training set, each class contains at least 100 training videos. Features of these videos are extracted by the state-of-the-art popular pre-trained models and released for public use. Each video contains audio and visual modality. Based on the visual information, videos are divided into 24 topics, such as sports, game, arts & entertainment, etc
Source: Audio-Visual Embedding for Cross-Modal Music Video Retrieval through Supervised Deep CCA
Benchmarks archive 2025-07-28
All 2 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 Classification | YouTube-8M | DCGN (self-attention graph pooling) Hit@1 87.7 | Hierarchical Video Frame Sequence Representation with... | — | 3 | Compare |
| Video Prediction | YouTube-8M | SDCNet Average PSNR 37.15 | SDC-Net: Video prediction using spatially-displaced convolution | NVIDIA/semantic-segmentation | 1 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 147. 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 | |||
|---|---|---|---|---|
| Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network | 0 | 1 | 2 Jun 2019 | not harvested |
| Efficient Video Classification Using Fewer Frames | 1 | 1 | 27 Feb 2019 | not harvested |
| SDC-Net: Video prediction using spatially-displaced convolution | 1 | 1 | 1 Sep 2018 | not harvested |
| YouTube-8M: A Large-Scale Video Classification Benchmark | 7 | 1 | 27 Sep 2016 | ran 1 of 9 samples (8 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
No language tagged.
Variants archive 2025-07-28
- YouTube-8M
1 variant name, as the archive lists them.
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