ResearchBenchmarksFine-grained Cross-modal Retrieval on FGOS All-to-All AS (test)Fine-grained Cross-modal Retrieval on FGOS All-to-All AS (test)Follow63.3mAPGeoMamba33.45241.20148.9556.699May 19, 2026Evaluation resultsMethodMethodLinksmAPRank-1Rank-3Rank-5GeoMambaBackbone=MambaVisionBackbone=MambaVision2026.0563.37784.487.3TransOSS2026.0558.672.181.985.4VersReID2026.0548.657.778.482.5D2InterNet2026.0544.652.974.579.2DEEN2026.0541.250.171.376.8TransReID2026.0538.147.268.674.3SOLIDER2026.0534.645.963.971.2