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Demand prediction on Multi-year station-hour demand dataset (Adjacent-year split)
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0.8419
MAE
MMD adaptation
0.84034
0.85087
0.8614
0.87193
May 22, 2026
MAE
Updated 2mo ago
Evaluation Results
Method
Method
Links
MAE
MMD adaptation
setup=residual
2026.05
0.8419
Fine-tuning
setup=residual
2026.05
0.8422
Source-only
setup=residual
2026.05
0.8457
Gen-ROTDA
setup=residual
2026.05
0.8458
ROTDA
setup=residual
2026.05
0.8475
Sinkhorn OTDA
setup=residual
2026.05
0.8476
Gen-OTDA
setup=residual
2026.05
0.8479
Target-only
setup=residual
2026.05
0.8535
Anchor-only
setup=residual
2026.05
0.8809
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