Datasets › First-Person Hand Action Benchmark
First-Person Hand Action Benchmark
First-Person Hand Action Benchmark is a collection of RGB-D video sequences comprised of more than 100K frames of 45 daily hand action categories, involving 26 different objects in several hand configurations.
Source: First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
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 | ||||
|---|---|---|---|---|---|---|
| Skeleton Based Action Recognition | First-Person Hand Action Benchmark | TCN-Summ 1:3 Accuracy 92.9 | Domain and View-point Agnostic Hand Action Recognition | AlbertoSabater/Domain-and-View-point-Agnostic-Hand-Action-Recognition | 4 | Compare |
| Activity Recognition | First-Person Hand Action Benchmark | Boutaleb et al. 1:1 Accuracy 97.91 | Multi-stage RGB-based Transfer Learning Pipeline for... | — | 1 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 15. 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 | |||
|---|---|---|---|---|
| Real-Time Hand Gesture Recognition: Integrating Skeleton-Based Data Fusion and Multi-Stream CNN | 1 | 1 | 21 Jun 2024 | not harvested |
| In My Perspective, In My Hands: Accurate Egocentric 2D Hand Pose and Action Recognition | 1 | 1 | 14 Apr 2024 | ran 4 of 5 samples (1 unverified; 5 pointer-only for licence) |
| Multi-stage RGB-based Transfer Learning Pipeline for Hand Activity Recognition | 0 | 1 | 8 Feb 2022 | not harvested |
| Domain and View-point Agnostic Hand Action Recognition | 1 | 1 | 3 Mar 2021 | not harvested |
| Efficient Multi-stream Temporal Learning and Post-fusion Strategy for 3D Skeleton-based Hand Activity Recognition | 0 | 1 | 10 Feb 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
Custom (research-only, non-commercial)
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- First-Person Hand Action Benchmark
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections