Action Recognition on P3AR-NTU
67.9Top-1 AccuracyMSPNet
Evaluation Results
| Method | Links | |
|---|---|---|
| MSPNetPipeline=with IFNS & CFSA2026.05 | 67.9 | |
| InternVideo2-B/14Pipeline=with IFNS & CFSA2026.05 | 65.97 | |
| UniFormer V2-B/16Pipeline=with IFNS & CFSA2026.05 | 64.92 | |
| VideoSwin-Swin-BPipeline=with IFNS & CFSA2026.05 | 64.57 | |
| VideoMAE V2-ViT-BPipeline=with IFNS & CFSA2026.05 | 63.65 | |
| MViT V2-SPipeline=with IFNS & CFSA2026.05 | 63.24 | |
| VideoMAE-ViT-BPipeline=with IFNS & CFSA2026.05 | 62.05 | |
| TimeSformer-spacePipeline=with IFNS & CFSA2026.05 | 60.22 | |
| TSM-ResNet50Pipeline=with IFNS & CFSA2026.05 | 59.68 | |
| SlowFast-ResNet50Pipeline=with IFNS & CFSA2026.05 | 59.27 | |
| SlowOnly-ResNet50Pipeline=with IFNS & CFSA2026.05 | 55.75 | |
| MSPNetPipeline=Single (baseline)2026.05 | 38.38 | |
| MSPNetPipeline=Double (two-stage)2026.05 | 37.35 | |
| InternVideo2-B/14Pipeline=Single (baseline)2026.05 | 36.93 | |
| InternVideo2-B/14Pipeline=Double (two-stage)2026.05 | 36.58 | |
| VideoMAE V2-ViT-BPipeline=Single (baseline)2026.05 | 35.21 | |
| VideoSwin-Swin-BPipeline=Double (two-stage)2026.05 | 34.7 | |
| TSN-ResNet50Pipeline=with IFNS & CFSA2026.05 | 34.4 | |
| UniFormer V2-B/16Pipeline=Single (baseline)2026.05 | 34.26 | |
| VideoSwin-Swin-BPipeline=Single (baseline)2026.05 | 33.79 | |
| VideoMAE-ViT-BPipeline=Single (baseline)2026.05 | 32.07 | |
| UniFormer V2-B/16Pipeline=Double (two-stage)2026.05 | 31.85 | |
| TSN-DenseNet161Pipeline=with IFNS & CFSA2026.05 | 31.66 | |
| MViT V2-SPipeline=Single (baseline)2026.05 | 31.51 | |
| VideoMAE V2-ViT-BPipeline=Double (two-stage)2026.05 | 31.09 | |
| MViT V2-SPipeline=Double (two-stage)2026.05 | 29.98 | |
| VideoMAE-ViT-BPipeline=Double (two-stage)2026.05 | 28.62 | |
| TSM-ResNet50Pipeline=Single (baseline)2026.05 | 26.12 | |
| SlowOnly-ResNet50Pipeline=Double (two-stage)2026.05 | 25.9 | |
| SlowOnly-ResNet50Pipeline=Single (baseline)2026.05 | 24.88 | |
| TimeSformer-spacePipeline=Double (two-stage)2026.05 | 24.4 | |
| TSM-ResNet50Pipeline=Double (two-stage)2026.05 | 23.18 | |
| SlowFast-ResNet50Pipeline=Single (baseline)2026.05 | 22.16 | |
| TSN-DenseNet161Pipeline=Single (baseline)2026.05 | 21.43 | |
| TimeSformer-spacePipeline=Single (baseline)2026.05 | 21.05 | |
| SlowFast-ResNet50Pipeline=Double (two-stage)2026.05 | 20.88 | |
| TSN-DenseNet161Pipeline=Double (two-stage)2026.05 | 20.83 | |
| TSN-ResNet50Pipeline=Single (baseline)2026.05 | 20.21 | |
| TSN-ResNet50Pipeline=Double (two-stage)2026.05 | 19.17 |