Topology reconstruction research benchmarks

Benchmarks

Dataset NameSOTA methodMetricTrendResultsLast Updated

Spanish (train)

FTEF

0.8Spectral Similarity

Mar 4, 2026

Spanish plane

DTEF

0.72Spectral Similarity

Mar 4, 2026

Spanish car

FTEF

61Spectral Similarity

Mar 4, 2026

Spanish bus

DTEF

64Spectral Similarity

Mar 4, 2026

US plane

Infer2018

65Spectral Similarity

Mar 4, 2026

Global plane

FTEF

10Spectral Similarity

Mar 4, 2026

Mobility US

DTEF

83Spectral similarity

Mar 4, 2026

Mobility Germany

FTEF

14Spectral Similarity

Mar 4, 2026

Contiguous Africa

DTEF

85Spectral Similarity

Mar 4, 2026

Contiguous EU

FTEF

59Spectral Similarity

Mar 4, 2026

Contiguous China

DTEF

0.98Spectral Similarity

Mar 4, 2026

Contiguous US

DTEF

80Spectral Similarity

Mar 4, 2026

RGG (Random Geometric Graph)

DTEF

0.82Spectral Similarity

Mar 4, 2026

WS (Watts-Strogatz) graph

DTEF

0.74Spectral Similarity

Mar 4, 2026

BA (Barabási-Albert) graph

FTEF

0.31Spectral Similarity

Mar 4, 2026

ER (Erdős-Rényi) graph

FTEF

0.26Spectral Similarity

Mar 4, 2026