Time Series Anomaly Detection on UCR (test)
53.35F1eKAN-AD
Evaluation Results
| Method | Links | |
|---|---|---|
| KAN-ADGPU Time=42s, CPU Time=36s, Parameters=2742024.11 | 53.35 | |
| SANDCPU Time=5637s2024.11 | 51.08 | |
| SubLOFCPU Time=299s2024.11 | 47.72 | |
| KANGPU Time=66s, CPU Time=34s, Parameters=1,3602024.11 | 41.2 | |
| FCVAEGPU Time=2327s, CPU Time=1743s, Parameters=1.414 M2024.11 | 38.12 | |
| LSTMADGPU Time=73s, CPU Time=267s, Parameters=10,4212024.11 | 34.82 | |
| OFAGPU Time=220s, CPU Time=3087s, Parameters=81.920 M2024.11 | 31.76 | |
| FITSGPU Time=32s, CPU Time=17s, Parameters=6242024.11 | 29.26 | |
| TranADGPU Time=113s, CPU Time=62s, Parameters=3692024.11 | 18.4 | |
| TimesNetGPU Time=182s, CPU Time=259s, Parameters=73,4492024.11 | 18.05 | |
| AnoTransGPU Time=201s, CPU Time=1152s, Parameters=4.752 M2024.11 | 16.96 |