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Cross-modal Retrieval on RSICD (test)

21.13Image-to-Text R@1

Full-FT GeoRSCLIP

Updated 4d ago

Evaluation Results

Method
Full-FT GeoRSCLIP 2024.04	21.13	41.72	55.63	15.59	41.19	57.99	38.87
HarMA 2024.04	20.52	41.37	54.66	15.84	41.92	59.39	38.95
Full-FT GeoRSCLIP 2024.04	18.85	38.15	53.16	14.27	39.71	57.49	36.94
RemoteCLIP 2023.06	18.39	37.42	51.05	14.73	39.93	56.58	36.35
CLIP-CL 2023.06	17.84	35.96	50.14	13.89	35.15	50.08	33.96
RemoteCLIP 2023.06	17.02	37.97	51.51	13.71	37.11	54.25	35.26
HarMA 2024.04	16.36	34.48	47.74	12.92	37.17	53.07	33.62
Full-FT CLIP 2024.04	15.89	36.14	47.93	12.21	32.97	48.84	32.33
PE-RSITR 2024.04	14.13	31.51	44.78	11.63	33.92	50.73	31.12
RemoteCLIP 2023.06	13.36	32.94	44.83	10.76	32.83	48.75	30.58
FBCLM 2023.06	13.27	27.17	37.6	13.54	38.74	56.94	31.21
CLIP-CL 2023.06	12.99	26.35	36.32	8.56	25.6	39.16	24.83
UniAdapter 2024.04	12.65	30.81	42.74	9.61	30.06	47.16	28.84
AdaptFormer 2024.04	12.46	28.49	41.86	9.09	29.89	46.81	28.1
Cross-Modal Adapter 2024.04	11.18	27.31	40.62	9.57	30.74	48.36	27.96
Rahhal et al. 2023.06	10.7	29.64	41.53	9.14	28.96	44.59	27.43
PIR 2023.06	9.88	27.26	39.16	6.97	24.56	38.92	24.46
PIR 2024.04	9.88	27.26	39.16	6.97	24.56	38.92	24.46
Adapter 2024.04	8.73	24.73	37.81	8.43	26.02	43.33	24.84
DOVE 2023.06	8.66	22.35	34.95	6.04	23.95	40.35	22.72
HVSA 2023.06	7.47	20.62	32.11	5.51	21.13	34.13	16.43
HyperMatch 2023.06	7.14	20.04	31.02	6.08	20.37	33.82	19.75
CLIP-Adapter 2024.04	7.11	19.48	31.01	7.67	24.87	39.73	21.65
GaLR 2023.06	6.59	19.85	31.04	4.69	19.48	32.13	18.96
GaLR with MR 2024.04	6.59	19.85	31.04	4.69	19.48	32.13	18.96
SCAN 2023.06	5.85	12.89	19.84	3.71	16.4	26.73	14.23
KCR 2023.06	5.84	22.31	36.12	4.76	18.59	27.2	19.14
CMFM-Net 2023.06	5.4	18.66	28.55	5.31	18.57	30.03	17.75
AMFMN 2023.06	5.39	15.08	23.4	4.9	18.28	31.44	16.42
MTFN 2023.06	5.02	12.52	19.74	4.9	17.17	29.49	14.81
LW-MRC-u 2023.06	4.39	13.35	20.29	4.3	18.85	32.34	15.59
VSE++ 2023.06	3.38	9.51	17.46	2.82	11.32	18.1	10.43