Datasets › CrossTask
CrossTask
CrossTask dataset contains instructional videos, collected for 83 different tasks. For each task an ordered list of steps with manual descriptions is provided. The dataset is divided in two parts: 18 primary and 65 related tasks. Videos for the primary tasks are collected manually and provided with annotations for temporal step boundaries. Videos for the related tasks are collected automatically and don't have annotations.
Source: CrossTask Image Source: https://arxiv.org/pdf/1903.08225v2.pdf
Benchmarks archive 2025-07-28
All 1 leaderboard 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 | ||||
|---|---|---|---|---|---|---|
| Temporal Action Localization | CrossTask | VideoCLIP Recall 47.3 | VideoCLIP: Contrastive Pre-training for Zero-shot... | facebookresearch/fairseq +1 | 7 | Compare |
Papers archive 2025-07-28
6 shown of 6 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 54. 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 | |||
|---|---|---|---|---|
| VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding | 2 | 1 | 28 Sep 2021 | not harvested |
| TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment | 0 | 1 | 23 Aug 2021 | not harvested |
| VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding | 1 | 1 | 20 May 2021 | not harvested |
| HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips | 4 | 1 | 7 Jun 2019 | ran 1 of 1 samples (0 unverified; 1 pointer-only for licence) |
| Cross-task weakly supervised learning from instructional videos | 2 | 2 | 19 Mar 2019 | not harvested |
| Unsupervised Learning from Narrated Instruction Videos | 0 | 1 | 30 Jun 2015 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- CrossTask
1 variant name, as the archive lists them.
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