Skeleton-based Action Recognition on NTU-60 Xview (48/12 Split)
64.9AccuracyFlora
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FloraVenue=This work, Fusion Type=Single-stream, Skeleton features=STAR-based Shift-GCN2025.11 | 64.9 | 75.4 | 50 | 60.1 | |
| NeuronVenue=CVPR 2025, Fusion Type=Two-stream fusion, Skeleton features=STAR-based Shift-GCN2025.11 | 63.3 | 65.3 | 58.1 | 61.5 | |
| STAR++Venue=TCSVT 2026, Fusion Type=Single-stream, Skeleton features=STAR-based Shift-GCN2025.11 | 50.6 | 60.8 | 41.1 | 49 | |
| STARVenue=ACMMM 2024, Fusion Type=Single-stream, Skeleton features=STAR-based Shift-GCN2025.11 | 42.5 | 66.2 | 37.5 | 47.9 | |
| SMIEVenue=ACMMM 2023, Fusion Type=Single-stream, Skeleton features=STAR-based Shift-GCN2025.11 | 41 | — | — | — | |
| CADA-VAEVenue=CVPR 2019, Fusion Type=Single-stream, Skeleton features=STAR-based Shift-GCN2025.11 | 32.9 | 49.7 | 25.9 | 34 | |
| SynSEVenue=ICIP 2021, Fusion Type=Single-stream, Skeleton features=STAR-based Shift-GCN2025.11 | 29.9 | 61.3 | 24.6 | 35.1 | |
| JPoSEVenue=ICCV 2019, Fusion Type=Single-stream, Skeleton features=STAR-based Shift-GCN2025.11 | 28.9 | 29 | 14.7 | 19.5 | |
| ReViSEVenue=ICCV 2017, Fusion Type=Single-stream, Skeleton features=STAR-based Shift-GCN2025.11 | 17.2 | 34.2 | 16.4 | 22.1 |