Temporal Action Segmentation on PKU-MMD X-view v2
77AccuracyLaDy
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LaDyFLOPs=13.67G, Param.=1.83M2026.03 | 77 | 74.7 | 80.5 | 77.3 | 67.6 | |
| ME-STFLOPs=97.07G, Param.=3.16M2026.03 | 74.1 | 70.5 | 76.6 | 73.2 | 62.4 | |
| MSTASFLOPs=34.60G, Param.=1.02M2026.03 | 71.8 | 63 | 68 | 63.4 | 52.8 | |
| LPLFLOPs=20.30G, Param.=3.22M2026.03 | 70 | 67.7 | 73.3 | 70 | 58.5 | |
| LaSAFLOPs=10.44G, Param.=1.58M2026.03 | 69.5 | 67.8 | 72.9 | 69.2 | 57 | |
| SCSASFLOPs=32.70G, Param.=1.80M2026.03 | 67.9 | 64 | 70.4 | 66.8 | 55.5 | |
| DeST-FormerFLOPs=7.71G, Param.=1.10M2026.03 | 67.3 | 64.7 | 69.3 | 65.6 | 52 | |
| MTST-GCNFLOPs=108.87G, Param.=2.58M2026.03 | 66.5 | 64 | 67.1 | 62.4 | 49.9 | |
| MS-GCNFLOPs=30.97G, Param.=0.63M2026.03 | 65.3 | 58.1 | 61.3 | 56.7 | 44.1 | |
| ASFormerFLOPs=6.20G, Param.=1.01M2026.03 | 64.8 | 62.6 | 65.1 | 60 | 45.8 | |
| DeST-TCNFLOPs=5.72G, Param.=0.77M2026.03 | 62.4 | 58.2 | 63.2 | 59.2 | 47.6 | |
| ASRFFLOPs=7.00G, Param.=1.18M2026.03 | 60.4 | 59.3 | 62.5 | 58 | 46.1 | |
| MS-TCNFLOPs=3.13G, Param.=0.52M2026.03 | 58.2 | 56.6 | 58.6 | 53.6 | 39.4 |