Datasets › GTA-IM Dataset
GTA-IM Dataset (GTA Indoor Motion)
The GTA Indoor Motion dataset (GTA-IM) that emphasizes human-scene interactions in the indoor environments. It consists of HD RGB-D image sequences of 3D human motion from a realistic game engine. The dataset has clean 3D human pose and camera pose annotations, and large diversity in human appearances, indoor environments, camera views, and human activities.
Source: https://github.com/ZheC/GTA-IM-Dataset Image Source: https://github.com/ZheC/GTA-IM-Dataset
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 | ||||
|---|---|---|---|---|---|---|
| Human Pose Forecasting | GTA-IM Dataset | Xing et al. Path Error 72.0 | Scene-aware Human Motion Forecasting via Mutual Distance... | xccyue/MutualDistance | 3 | Compare |
| Trajectory Prediction | GTA-IM Dataset | Skeleton-Graph ADE 192 | Skeleton-Graph: Long-Term 3D Motion Prediction From 2D... | abduallahmohamed/skeleton-graph | 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 11. 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 | |||
|---|---|---|---|---|
| Scene-aware Human Motion Forecasting via Mutual Distance Prediction | 1 | 1 | 1 Oct 2023 | ran 6 of 7 samples (1 unverified; 7 pointer-only for licence) |
| Staged Contact-Aware Global Human Motion Forecasting | 1 | 1 | 16 Sep 2023 | ran 0 of 3 samples (3 unverified; 3 pointer-only for licence) |
| Contact-aware Human Motion Forecasting | 1 | 1 | 8 Oct 2022 | ran 0 of 2 samples (2 unverified) |
| Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs | 1 | 1 | 21 Sep 2021 | 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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- GTA-IM Dataset
1 variant name, as the archive lists them.
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