Datasets › EPIC-SOUNDS
EPIC-SOUNDS
EPIC-SOUNDS is a large scale dataset of audio annotations capturing temporal extents and class labels within the audio stream of the egocentric videos from EPIC-KITCHENS-100. EPIC-SOUNDS includes 78.4k categorised and 39.2k non-categorised segments of audible events and actions, distributed across 44 classes.
Source: Epic-Sounds: A Large-scale Dataset of Actions That Sound
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 | ||||
|---|---|---|---|---|---|---|
| Audio Classification | EPIC-SOUNDS | Mirasol3B Accuracy 78.2 | Mirasol3B: A Multimodal Autoregressive model for... | — | 3 | Compare |
| Human Interaction Recognition | EPIC-SOUNDS | Slow-Fast(Finetune by Fivewin team) Top-1 accuracy % 55.11 | Slow-Fast Auditory Streams For Audio Recognition | ekazakos/auditory-slow-fast +1 | 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 12. 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 | |||
|---|---|---|---|---|
| CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition | 0 | 2 | 30 Mar 2025 | not harvested |
| Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities | 0 | 1 | 9 Nov 2023 | not harvested |
| Slow-Fast Auditory Streams For Audio Recognition | 2 | 1 | 5 Mar 2021 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Creative Commons Attribution-NonCommercial 4.0 International
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- EPIC-SOUNDS
1 variant name, as the archive lists them.
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