Dataset Condensation on Electric
54.72AccuracyShapeCond
Evaluation results
| Method | Links | |
|---|---|---|
| ShapeCondSPC=1, Method Domain=Time-Series Domain, Memory Usage (MB)=31.56, Total Time Cost (s)=28.71, Iterations=2000, Time per 100 Iterations (s)=1.442026.02 | 54.72 | |
| MTTSPC=1, Method Domain=Image Domain, Memory Usage (MB)=57.51, Total Time Cost (s)=1711.72, Iterations=2000, Time per 100 Iterations (s)=85.592026.02 | 52.06 | |
| SRe2LSPC=1, Method Domain=Image Domain, Memory Usage (MB)=26.53, Total Time Cost (s)=24.71, Iterations=2000, Time per 100 Iterations (s)=1.242026.02 | 49.95 | |
| DSASPC=1, Method Domain=Image Domain, Memory Usage (MB)=42.08, Total Time Cost (s)=595.84, Iterations=1000, Time per 100 Iterations (s)=59.582026.02 | 46.06 | |
| CondTSCSPC=1, Method Domain=Time-Series Domain, Memory Usage (MB)=102.54, Total Time Cost (s)=837.24, Iterations=2000, Time per 100 Iterations (s)=41.862026.02 | 45.32 | |
| DCSPC=1, Method Domain=Image Domain, Memory Usage (MB)=41.9, Total Time Cost (s)=198.14, Iterations=1000, Time per 100 Iterations (s)=19.812026.02 | 45.12 | |
| K-CenterSPC=1, Method Domain=Time-Series Domain, Memory Usage (MB)=31.85, Total Time Cost (s)=1.13, Iterations=25, Time per 100 Iterations (s)=4.522026.02 | 42.86 | |
| HerdingSPC=1, Method Domain=Time-Series Domain, Memory Usage (MB)=31.58, Total Time Cost (s)=1.18, Iterations=25, Time per 100 Iterations (s)=4.732026.02 | 39.55 | |
| RandomSPC=1, Method Domain=Time-Series Domain, Total Time Cost (s)=0.05, Iterations=1, Time per 100 Iterations (s)=0.052026.02 | 39.29 |