Browse State-of-the-Art › Generalized Zero Shot skeletal action recognition
Generalized Zero Shot skeletal action recognition
3 papers with code · 3 benchmarks · 3 datasets archive 2025-07-28
Generalized Zero Shot Learning for 3d Skeleton-Based Action Recognition
Description from the archive archive 2025-07-28.
Benchmarks archive 2025-07-28
3 leaderboard tables shown for this task, 3 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.
| Dataset | Best model (first row in archive order) | Paper | Code | Syntology | Compare |
|---|---|---|---|---|---|
| NTU RGB+D (4 rows) | MSF-GZSSAR | Multi-Semantic Fusion Model for Generalized Zero-Shot... | code | — | Compare |
| NTU RGB+D 120 (4 rows) | SA-DVAE | SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by... | code | — | Compare |
| PKU-MMD (1 row) | SA-DVAE | SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by... | code | — | Compare |
Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.
Libraries
Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.
Datasets archive 2025-07-28
3 datasets whose archive record lists this task, ordered by the archive's paper count.
Subtasks archive 2025-07-28
No subtask under this task in the archive's task tree.
Parent tasks archive 2025-07-28
Most implemented papers archive 2025-07-28
3 shown of 3 papers with code (3 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.
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18 Jul 2024 1 repository listedExisting zero-shot skeleton-based action recognition methods utilize projection networks to learn a shared latent space of skeleton features and semantic embeddings.
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18 Sep 2023 1 repository listedIn order to solve this dilemma, we propose a multi-semantic fusion (MSF) model for improving the performance of GZSSAR, where two kinds of class-level textual descriptions (i.
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27 Jan 2021 1 repository listedWe deploy SynSE for the task of skeleton-based action sequence recognition.
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