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Demand prediction on Multi-year station-hour demand dataset (Overall)
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0.8281
MAE
MMD adaptation
0.82618
0.83914
0.8521
0.86506
May 22, 2026
MAE
RMSE
Updated 2mo ago
Evaluation Results
Method
Method
Links
MAE
RMSE
MMD adaptation
setup=residual
2026.05
0.8281
1.4823
Fine-tuning
setup=residual
2026.05
0.8293
1.4864
Gen-ROTDA
setup=residual
2026.05
0.8342
1.4883
ROTDA
setup=residual
2026.05
0.8346
1.4883
Gen-OTDA
setup=residual
2026.05
0.8359
1.4926
Sinkhorn OTDA
setup=residual
2026.05
0.8363
1.4976
Source-only
setup=residual
2026.05
0.8375
1.5029
Target-only
setup=residual
2026.05
0.8462
1.5312
Anchor-only
setup=residual
2026.05
0.8761
1.6254
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