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Manifold Learning on Sphere

0.994Spearman CorrelationIsomap / Shortest Path
0.980480.983990.98750.99101Jul 7, 2026

Evaluation results

MethodLinks
Isomap / Shortest PathProtocol=Analytic (A)2026.070.994
Isomap / Shortest PathProtocol=Shortest-path (SP)2026.070.994
PHATEProtocol=Analytic (A)2026.070.993
PHATEProtocol=Shortest-path (SP)2026.070.993
HeatGeoProtocol=Analytic (A)2026.070.992
HeatGeoProtocol=Shortest-path (SP)2026.070.992
DTNEProtocol=Analytic (A)2026.070.991
DTNEProtocol=Shortest-path (SP)2026.070.991
EuclideanProtocol=Analytic (A)2026.070.99
EuclideanProtocol=Shortest-path (SP)2026.070.99
EntroPathProtocol=Analytic (A)2026.070.981
EntroPathProtocol=Shortest-path (SP)2026.070.981