Gender Obfuscation on MotionSense
0Latency (ms)PrivDiffuser
Evaluation results
| Method | Links | |
|---|---|---|
| PrivDiffuserModel=PrivDiffuser, Component=Aux-S, Size (MB)=130.53, # Params=34.22M, Precision=FP32, Sampling Timesteps=50, Batch Size=128, Hardware=NVIDIA RTX 2080 Ti2025.12 | 0 | |
| CLOAKModel=CLOAK, Component=Aux-S, Size (MB)=0.89, # Params=0.23M, Precision=FP32, Sampling Timesteps=50, Batch Size=128, Hardware=NVIDIA RTX 2080 Ti2025.12 | 0 | |
| CLOAKModel=CLOAK, Component=Decoder, Size (MB)=28.14, # Params=7.38M, Precision=FP32, Sampling Timesteps=50, Batch Size=128, Hardware=NVIDIA RTX 2080 Ti2025.12 | 0.02 | |
| PrivDiffuserModel=PrivDiffuser, Component=Aux-U, Size (MB)=130.41, # Params=34.19M, Precision=FP32, Sampling Timesteps=50, Batch Size=128, Hardware=NVIDIA RTX 2080 Ti2025.12 | 0.03 | |
| CLOAKModel=CLOAK, Component=Aux-U, Size (MB)=130.41, # Params=34.19M, Precision=FP32, Sampling Timesteps=50, Batch Size=128, Hardware=NVIDIA RTX 2080 Ti2025.12 | 0.03 | |
| CLOAKModel=CLOAK, Component=UNet, Size (MB)=146.54, # Params=38.41M, Precision=FP32, Sampling Timesteps=50, Batch Size=128, Hardware=NVIDIA RTX 2080 Ti2025.12 | 28.85 | |
| CLOAKModel=CLOAK, Component=Total, Size (MB)=305.98, # Params=80.21M, Precision=FP32, Sampling Timesteps=50, Batch Size=128, Hardware=NVIDIA RTX 2080 Ti2025.12 | 28.9 | |
| PrivDiffuserModel=PrivDiffuser, Component=UNet, Size (MB)=271.05, # Params=71.05M, Precision=FP32, Sampling Timesteps=50, Batch Size=128, Hardware=NVIDIA RTX 2080 Ti2025.12 | 136.38 | |
| PrivDiffuserModel=PrivDiffuser, Component=Total, Size (MB)=531.99, # Params=139.46M, Precision=FP32, Sampling Timesteps=50, Batch Size=128, Hardware=NVIDIA RTX 2080 Ti2025.12 | 136.41 |