Efficiency (Performance per MB) on 3D Human Pose Estimation on Human3.6M
0.624Efficiency per MBGLA-GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| GLA-GCNTemporal Window (T)=243, Para.(M)=69.99, Flops.(GFLOPs)=51.13, Average Latency. (ms)=24.102026.05 | 0.624 | |
| AdafuseTemporal Window (T)=1, Para.(M)=69.66, Flops.(GFLOPs)=204.26, Average Latency. (ms)=96.0282026.05 | 0.403 | |
| Adafuse + SLERPPara.(M)=69.66, Flops.(GFLOPs)=204.26, Average Latency. (ms)=96.032026.05 | 0.403 | |
| Adafuse + MCCPara.(M)=72.25, Flops.(GFLOPs)=204.26, Average Latency. (ms)=96.0282026.05 | 0.388 | |
| KTP-FormerTemporal Window (T)=243, Para.(M)=103.85, Flops.(GFLOPs)=51.64, Average Latency. (ms)=24.112026.05 | 0.367 | |
| Sgraformer + FullPara.(M)=81.23, Flops.(GFLOPs)=204.28, Average Latency. (ms)=99.192026.05 | 0.299 | |
| DenseWarperPara.(M)=76.51, Flops.(GFLOPs)=111 .36, Average Latency. (ms)=44.512026.05 | 0.291 | |
| FinePoseTemporal Window (T)=243, Para.(M)=269.23, Flops.(GFLOPs)=287.32, Average Latency. (ms)=82.242026.05 | 0.117 |