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

Remote Sensing Image-Text Retrieval on RSITMD (test)

27.88Text Retrieval R@1MPS-CLIP

Evaluation Results

Method	Links
MPS-CLIP2026.01		27.88	51.11	61.06	22.61	56.59	71.15	48.4
HarMA2026.01		25.81	48.37	60.61	19.92	53.27	71.21	46.53
Full-FT CLIP2026.01		24.16	47.12	61.28	20.4	50.53	68.54	45.33
PE-RSITR2026.01		23.67	44.07	60.36	20.1	50.63	67.97	44.47
UniAdapter2026.01		19.86	36.32	51.28	17.54	44.89	56.46	39.23
SingleLanguage2026.01		19.69	40.26	54.42	17.61	49.73	66.59	41.38
PIR-ITR2026.01		18.36	42.04	55.53	13.36	44.47	61.73	39.25
Linear-probe CLIP2026.01		17.02	33.12	48.35	13.33	41.8	63.89	36.25
KAMCL2026.01		16.81	34.96	47.12	14.6	41.86	59.86	35.87
DOVE2026.01		16.81	36.8	50.93	12.2	49.93	66.5	37.73
MSA2026.01		15.93	38.5	50.88	14.96	45.22	61.86	37.89
VGSGN2026.01		14.16	34.96	50.66	13.23	42.57	63.41	36.5
CLIP-Adapter2026.01		12.83	28.84	39.05	13.3	40.2	60.06	32.38
SkyCLIP2026.01		10.18	25.44	35.62	10.88	33.27	49.82	27.54