Datasets › EgoTaskQA
EgoTaskQA
EgoTask QA benchmark contains 40K balanced question-answer pairs selected from 368K programmatically generated questions generated over 2K egocentric videos. It provides a single home for the crucial dimensions of task understanding through question-answering on real-world egocentric videos.
Source: EgoTaskQA: Understanding Human Tasks in Egocentric Videos
Image Source: https://arxiv.org/pdf/2210.03929.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 | ||||
|---|---|---|---|---|---|---|
| Question Answering | EgoTaskQA | EgoVLPv2 Direct 46.26 | EgoVLPv2: Egocentric Video-Language Pre-training with... | facebookresearch/EgoVLPv2 | 4 | 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 17. 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 | |||
|---|---|---|---|---|
| Glance and Focus: Memory Prompting for Multi-Event Video Question Answering | 1 | 2 | 3 Jan 2024 | ran 9 of 18 samples (9 unverified) |
| EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone | 1 | 1 | 11 Jul 2023 | not harvested |
| Egocentric Video-Language Pretraining | 2 | 1 | 3 Jun 2022 | ran 3 of 3 samples (0 unverified; 2 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
CC BY-NC-SA
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- EgoTaskQA
1 variant name, as the archive lists them.
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