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Distribution-on-distribution regression over graphs research benchmarks · SOTA2 Research

Distribution-on-distribution regression over graphs

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Weather2 Real-world (Canada Weather Stats) (test)

2.642-Wasserstein Distance

8

May 21, 2026

Weather1 Real-world (Canada Weather Stats) (test)

5.412-Wasserstein Distance

8

May 21, 2026

Watts-Strogatz k=45, p=0.5 Simulated (test)

10.852-Wasserstein Distance

8

May 21, 2026

Watts-Strogatz (k=25, p=0.3) Simulated (test)

8.872-Wasserstein Distance

8

May 21, 2026

Barabasi-Albert m=50 Simulated (test)

8.482-Wasserstein Distance

8

May 21, 2026

Barabasi-Albert m=25 Simulated (test)

8.452-Wasserstein Distance

8

May 21, 2026

Popular datasets

Weather Barabasi-Albert Watts Strogatz

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