Text-to-Satellite Image Retrieval on CVG-Text Tokyo benchmark leaderboard · SOTA2 Research

Text-to-Satellite Image Retrieval on CVG-Text Tokyo

75.92R@1MAPS

Evaluation Results

Method	Links
MAPS2026.06		75.92	79.17
Pairwise alignment2026.06		71.67	75.33
GRAM2026.06		70.24	73.68
PMRL2026.06		69.81	74.02
VAST2026.06		68.92	72.31
CLIP-L/142026.06		67.92	70.67
BLIP2026.06		66.25	69.08
CLIP-B/162026.06		62.33	65.25
PLANET2026.06		43.42	46.42
CrossText2Loc2026.06		41.75	43.86
OursInternVL2026.04		39.17	44.33
CrossText2Loc2026.04		36.83	39.58
CrossText2Loc2026.04		34.33	38.33
OursInternVL2026.04		33	36.5
BLIP2026.04		30.67	34.5
BLIP2026.04		29.75	33.67
BLIP2026.06		29.75	33.67
CLIP-L/142026.04		28.08	30.5
CLIP-L/142026.06		28.08	30.5
CLIP-B/162026.06		24	27.25
CLIP-L/142026.04		21	23.17
SigLIP-B/162026.04		15.58	17.92
X-VLM2026.04		12.46	14.34
SigLIP-B/162026.04		11.92	13.67
ViLT2026.04		10.83	15.5
X-VLM2026.04		9.53	10.94
ViLT2026.04		4.67	9.17