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Distribution-on-distribution regression over graphs on Barabasi-Albert m=50 (test)
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8.48
2-Wasserstein Distance
Gen-GSNN
8.2632
9.7266
11.19
12.6534
May 20, 2026
2-Wasserstein Distance
Updated 13d ago
Evaluation Results
Method
Method
Links
2-Wasserstein Distance
Gen-GSNN
Restriction map=General
2026.05
8.48
O(d)-GSNN
Restriction map=O(d)
2026.05
8.63
Diag-GSNN
Restriction map=Diagonal
2026.05
8.76
Gen-NSD
Restriction map=General
2026.05
9.63
Diag-NSD
Restriction map=Diagonal
2026.05
9.86
O(d)-NSD
Restriction map=O(d)
2026.05
11.12
MLP
2026.05
12.85
GCN
2026.05
13.9
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