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Action Recognition on P3AR-NTU

67.9Top-1 AccuracyMSPNet
17.220830.377943.53556.6921May 19, 2026

Evaluation results

MethodLinks
MSPNetPipeline=with IFNS & CFSA2026.0567.9
InternVideo2-B/14Pipeline=with IFNS & CFSA2026.0565.97
UniFormer V2-B/16Pipeline=with IFNS & CFSA2026.0564.92
VideoSwin-Swin-BPipeline=with IFNS & CFSA2026.0564.57
VideoMAE V2-ViT-BPipeline=with IFNS & CFSA2026.0563.65
MViT V2-SPipeline=with IFNS & CFSA2026.0563.24
VideoMAE-ViT-BPipeline=with IFNS & CFSA2026.0562.05
TimeSformer-spacePipeline=with IFNS & CFSA2026.0560.22
TSM-ResNet50Pipeline=with IFNS & CFSA2026.0559.68
SlowFast-ResNet50Pipeline=with IFNS & CFSA2026.0559.27
SlowOnly-ResNet50Pipeline=with IFNS & CFSA2026.0555.75
MSPNetPipeline=Single (baseline)2026.0538.38
MSPNetPipeline=Double (two-stage)2026.0537.35
InternVideo2-B/14Pipeline=Single (baseline)2026.0536.93
InternVideo2-B/14Pipeline=Double (two-stage)2026.0536.58
VideoMAE V2-ViT-BPipeline=Single (baseline)2026.0535.21
VideoSwin-Swin-BPipeline=Double (two-stage)2026.0534.7
TSN-ResNet50Pipeline=with IFNS & CFSA2026.0534.4
UniFormer V2-B/16Pipeline=Single (baseline)2026.0534.26
VideoSwin-Swin-BPipeline=Single (baseline)2026.0533.79
VideoMAE-ViT-BPipeline=Single (baseline)2026.0532.07
UniFormer V2-B/16Pipeline=Double (two-stage)2026.0531.85
TSN-DenseNet161Pipeline=with IFNS & CFSA2026.0531.66
MViT V2-SPipeline=Single (baseline)2026.0531.51
VideoMAE V2-ViT-BPipeline=Double (two-stage)2026.0531.09
MViT V2-SPipeline=Double (two-stage)2026.0529.98
VideoMAE-ViT-BPipeline=Double (two-stage)2026.0528.62
TSM-ResNet50Pipeline=Single (baseline)2026.0526.12
SlowOnly-ResNet50Pipeline=Double (two-stage)2026.0525.9
SlowOnly-ResNet50Pipeline=Single (baseline)2026.0524.88
TimeSformer-spacePipeline=Double (two-stage)2026.0524.4
TSM-ResNet50Pipeline=Double (two-stage)2026.0523.18
SlowFast-ResNet50Pipeline=Single (baseline)2026.0522.16
TSN-DenseNet161Pipeline=Single (baseline)2026.0521.43
TimeSformer-spacePipeline=Single (baseline)2026.0521.05
SlowFast-ResNet50Pipeline=Double (two-stage)2026.0520.88
TSN-DenseNet161Pipeline=Double (two-stage)2026.0520.83
TSN-ResNet50Pipeline=Single (baseline)2026.0520.21
TSN-ResNet50Pipeline=Double (two-stage)2026.0519.17