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Distribution-on-distribution regression over graphs on Weather1 Real-world (Canada Weather Stats) (test)
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5.41
2-Wasserstein Distance
O(d)-GSNN
5.3144
5.9597
6.605
7.2503
May 20, 2026
2-Wasserstein Distance
Updated 13d ago
Evaluation Results
Method
Method
Links
2-Wasserstein Distance
O(d)-GSNN
Restriction map=O(d)
2026.05
5.41
Diag-GSNN
Restriction map=Diagonal
2026.05
5.46
Gen-GSNN
Restriction map=General
2026.05
5.55
Diag-NSD
Restriction map=Diagonal
2026.05
5.79
O(d)-NSD
Restriction map=O(d)
2026.05
5.83
Gen-NSD
Restriction map=General
2026.05
5.86
GCN
2026.05
7.4
MLP
2026.05
7.8
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