Table2_EO_Representation_Benchmark.csv

Representation,"Geo fold
W / L / T","Geo non-tie
win rate","Temporal fold
W / L / T","Temporal non-tie
win rate","Geo ESS
ratio","Temporal ESS
ratio",Geo post-SMD,Temporal post-SMD,"Geo max
weight","Temporal max
weight",Frozen reliability interpretation
Conventional,Reference,—,Reference,—,0.411,0.299,0.552,0.377,131.1,82.6,Reference baseline
Prithvi,112 / 108 / 36,50.9%,72 / 68 / 20,51.4%,0.360,0.229,0.636,0.551,222.9,14.8,"Ecologically informative;
not reliability-promoted"
TerraMind,61 / 159 / 36,27.7%,41 / 99 / 20,29.3%,0.302,0.301,0.858,0.324,"762,069.9",9.7,"Predictively unsupported;
geographic transport unstable"
Clay,128 / 92 / 36,58.2%,52 / 88 / 20,37.1%,0.316,0.328,0.794,0.417,"124,384.9",59.3,"Spatially informative;
temporally unstable;
geographic transport unreliable"