Bike-sharing demand prediction on Bike-sharing station-hour observations 2025 to 2026 transfer (test)
0.8625MAEGen-ROTDA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Gen-ROTDARuntime (s)=9.40472026.05 | 0.8625 | 1.6614 | 33.64 | |
| ROTDARuntime (s)=12.07452026.05 | 0.8629 | 1.6557 | 34.1 | |
| Sinkhorn OTDARuntime (s)=11.88442026.05 | 0.8633 | 1.6527 | 34.34 | |
| Gen-OTDARuntime (s)=9.83882026.05 | 0.8679 | 1.6453 | 34.92 | |
| Fine-tuningRuntime (s)=0.14522026.05 | 0.8697 | 1.6597 | 33.77 | |
| MMD adaptationRuntime (s)=0.18582026.05 | 0.8697 | 1.6601 | 33.74 | |
| Source-onlyRuntime (s)=0.11852026.05 | 0.8834 | 1.6375 | 35.53 | |
| Target-onlyRuntime (s)=0.10742026.05 | 0.8942 | 1.8582 | 16.99 | |
| Anchor-onlyRuntime (s)=02026.05 | 0.9364 | 1.9841 | 5.36 |