Datasets › FineDiving
FineDiving
We construct a fine-grained video dataset organized by both semantic and temporal structures, where each structure contains two-level annotations.
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For semantic structure, the action-level labels describe the action types of athletes and the step-level labels depict the sub-action types of consecutive steps in the procedure, where adjacent steps in each action procedure belong to different sub-action types. A combination of sub-action types produces an action type.
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In temporal structure, the action-level labels locate the temporal boundary of a complete action instance performed by an athlete. During this annotation process, we discard all the incomplete action instances and filter out the slow playbacks. The step-level labels are the starting frames of consecutive steps in the action procedure.
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 | ||||
|---|---|---|---|---|---|---|
| Action Quality Assessment | FineDiving | NeuroSymbolic-AQA Spearman Correlation 0.9610 | Hierarchical NeuroSymbolic Approach for Comprehensive... | ParitoshParmar/Fitness-AQA +2 | 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 23. 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 | |||
|---|---|---|---|---|
| RICA2: Rubric-Informed, Calibrated Assessment of Actions | 1 | 2 | 4 Aug 2024 | not harvested |
| FineParser: A Fine-grained Spatio-temporal Action Parser for Human-centric Action Quality Assessment | 1 | 1 | 11 May 2024 | ran 4 of 5 samples (1 unverified; 5 pointer-only for licence) |
| Hierarchical NeuroSymbolic Approach for Comprehensive and Explainable Action Quality Assessment | 3 | 1 | 20 Mar 2024 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- FineDiving
1 variant name, as the archive lists them.
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