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Distribution-on-distribution regression over graphs on Weather2 Real-world (Canada Weather Stats) (test)
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2.64
2-Wasserstein Distance
Gen-GSNN
2.4904
3.5002
4.51
5.5198
May 20, 2026
2-Wasserstein Distance
Updated 13d ago
Evaluation Results
Method
Method
Links
2-Wasserstein Distance
Gen-GSNN
Restriction map=General
2026.05
2.64
MLP
2026.05
3.23
O(d)-GSNN
Restriction map=O(d)
2026.05
3.41
Diag-GSNN
Restriction map=Diagonal
2026.05
3.92
O(d)-NSD
Restriction map=O(d)
2026.05
4.43
GCN
2026.05
4.74
Diag-NSD
Restriction map=Diagonal
2026.05
5.05
Gen-NSD
Restriction map=General
2026.05
6.38
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