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Cross-modal Retrieval on RSITMD (test)

32.74R@1 (Image-to-Text)

HarMA

Updated 4d ago

Evaluation Results

Method
HarMA 2024.04	32.74	53.76	69.25	25.62	57.65	74.6	52.27
Full-FT GeoRSCLIP 2024.04	32.3	53.32	67.92	25.04	57.88	74.38	51.81
Full-FT GeoRSCLIP 2024.04	30.53	49.78	63.05	24.91	57.21	75.35	50.14
Full-FT CLIP 2024.04	26.99	46.9	58.85	20.53	52.35	71.15	46.13
HarMA 2024.04	25.81	48.37	60.61	19.92	53.27	71.21	46.53
PE-RSITR 2024.04	23.67	44.07	60.36	20.1	50.63	67.97	44.47
UniAdapter 2024.04	19.86	36.32	51.28	17.54	44.89	56.46	39.23
Cross-Modal Adapter 2024.04	18.16	36.08	48.72	16.31	44.33	64.75	38.06
AdaptFormer 2024.04	16.71	30.16	42.91	14.27	41.53	61.46	34.81
CLIP-Adapter 2024.04	12.83	28.84	39.05	13.3	40.2	60.06	32.38
RemoteCLIP 2023.06	0.2876	0.5243	0.6394	0.2376	0.5951	0.7473	0.5052
RemoteCLIP 2023.06	0.2788	0.5066	0.6571	0.2217	0.5646	0.7341	0.4938
CLIP-CL 2023.06	0.2478	0.5	0.6327	0.2261	0.5527	0.6987	0.4763
RemoteCLIP 2023.06	0.2367	0.4757	0.646	0.1929	0.5155	0.7058	0.4621
Rahhal et al. 2023.06	0.1969	0.4026	0.5442	0.1761	0.4973	0.6659	0.4138
CLIP-CL 2023.06	0.1925	0.3982	0.5133	0.1509	0.4146	0.5664	0.3727
PIR 2023.06	0.1814	0.4115	0.5288	0.1217	0.4168	0.6341	0.3824
DOVE 2023.06	0.1681	0.368	0.4993	0.122	0.4993	0.665	0.387
GaLR 2023.06	0.1482	0.3164	0.4248	0.1115	0.3668	0.5168	0.3141
HVSA 2023.06	0.132	0.3208	0.4558	0.1143	0.392	0.5745	0.3316
FBCLM 2023.06	0.1284	0.3053	0.4589	0.1044	0.3701	0.5794	0.3244
HyperMatch 2023.06	0.1173	0.281	0.3805	0.0916	0.3231	0.4664	0.2766
SCAN 2023.06	0.1106	0.2588	0.3938	0.0982	0.2938	0.4212	0.2628
CMFM-Net 2023.06	0.1084	0.2876	0.4004	0.1	0.3283	0.4721	0.2828
AMFMN 2023.06	0.1063	0.2478	0.4181	0.1151	0.3469	0.5487	0.2972
MTFN 2023.06	0.104	0.2765	0.3628	0.0996	0.3137	0.4584	0.2692
VSE++ 2023.06	0.1038	0.2765	0.396	0.0779	0.2487	0.3867	0.2483
LW-MRC-u 2023.06	0.0973	0.2677	0.3761	0.0925	0.3407	0.5403	0.2858