Remote Sensing Image-Text Retrieval on RSICD (test) benchmark leaderboard · SOTA2 Research

Remote Sensing Image-Text Retrieval on RSICD (test)

18.3Text Retrieval R@1MPS-CLIP

Evaluation Results

Method	Links
MPS-CLIP2026.01		18.3	37.42	50.32	13.28	37.04	54.73	35.18
HarMA2026.01		16.36	34.48	47.74	12.92	37.17	53.07	33.62
PE-RSITR2026.01		14.13	31.51	44.78	11.63	33.92	50.73	31.12
Full-FT CLIP2026.01		13.54	30.83	43.46	11.55	33.14	49.83	30.39
UniAdapter2026.01		12.65	30.81	42.74	9.61	30.06	47.16	28.84
KAMCL2026.01		11.99	27.17	38.33	7.78	25.23	40.02	25.08
PIR-ITR2026.01		10.89	26.17	37.79	7.17	25.07	41.06	24.69
SingleLanguage2026.01		10.7	29.64	41.53	9.14	28.96	44.59	27.42
MSA2026.01		9.52	25.25	35.32	6.55	24.43	39.63	23.45
DOVE2026.01		8.66	22.35	34.95	6.04	23.95	40.35	22.72
Linear-probe CLIP2026.01		8.46	24.41	37.72	7.81	25.89	42.47	24.46
VGSGN2026.01		8.33	21.87	32.57	6.53	23.13	36.85	21.55
CLIP-Adapter2026.01		7.11	19.48	31.01	7.67	24.87	39.73	21.65
SkyCLIP2026.01		6.59	16.1	26.53	7.14	22.34	34.29	18.83