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Text-to-Image Retrieval on RSITMD (test)

25.04R@1

GeoRSCLIP-FT

Updated 1mo ago

Evaluation Results

Method
GeoRSCLIP-FT 2023.06	25.04	57.88	74.38	51.81
GeoRSCLIP-FT 2023.06	23.54	57.52	74.6	50.1
RemoteCLIP 2023.06	22.17	56.46	73.41	49.38
Full fine-tuning 2023.08	20.4	50.53	68.54	45.33
Ours 2023.08	20.1	50.63	67.97	44.47
PE-RSITR 2023.06	20.1	50.63	67.97	44.47
Single Language 2023.08	17.61	49.73	66.59	41.38
Multilanguage 2023.06	17.61	49.73	66.59	41.38
UniAdapter 2023.08	17.54	44.89	65.46	39.23
LRSCLIP 2026.03	17.39	41.59	56.77	-
GeoAlignCLIP 2026.03	17.39	42.39	58.05	-
GeoRSCLIP 2026.03	17.21	41.37	56.33	-
MTGFE 2023.06	16.59	48.5	67.43	40.78
Cross-Modal Adapter 2023.08	16.31	44.33	64.75	38.06
GeoRSCLIP 2026.03	16.28	42.08	57.39	-
VPT 2023.08	15.97	41.35	60.35	34.14
FGCLIP 2026.03	15.84	42.3	58.1	-
GeoAlignCLIP 2026.03	15	40.49	55.49	-
LRSCLIP 2026.03	14.65	37.21	51.99	-
FGCLIP 2026.03	14.6	38.32	52.92	-
AdaptFormer 2023.08	14.27	41.53	61.46	34.81
GeoRSCLIP 2023.06	14.16	42.39	57.52	35.68
Linear probe 2023.08	13.33	41.8	63.89	36.25
CLIP-Adapter 2023.08	13.3	40.2	60.06	32.38
FAAMI 2023.06	12.96	42.39	59.96	35.99
GeoRSCLIP 2023.06	12.92	34.87	50.88	31.78
Adapter 2023.08	12.89	40.09	59.91	32.37
LongCLIP 2026.03	12.74	36.9	53.14	-
VL-Prompt 2023.08	12.61	36.2	58.84	32.4
GeoRSCLIP 2026.03	12.35	38.58	55.31	-
GeoRSCLIP 2023.06	12.26	38.1	53.94	33.42
DOVE 2023.10	12.2	44.13	66.5	-
PIR 2023.06	12.17	41.68	63.41	38.24
DOVE-S 2023.10	12.09	42.39	59.16	-
Convpass 2023.08	12.05	38.66	58.11	32.55
GeoRSCLIP 2023.06	11.68	36.15	52.7	31.76
AMFMN-sim 2023.08	11.51	34.69	54.87	29.72
AMFMN 2023.10	11.51	34.69	54.87	-
HVSA 2023.06	11.43	39.2	57.45	33.15
HVSA 2023.10	11.43	39.2	57.45	-
GeoRSCLIP 2023.06	11.42	34.2	50.88	31.02
SWAN 2023.06	11.24	40.4	60.6	34.11
SWAN 2023.10	11.24	40.4	60.6	-
SkyCLIP 2026.03	11.19	34.87	50.4	-
GaLR with MR 2023.08	11.15	36.68	51.68	31.41
GaLR 2023.06	11.15	36.68	51.68	31.41
GaLR 2023.10	11.15	36.68	51.68	-
SkyCLIP 2026.03	10.75	34.69	50.58	-
GaLR w/o MR 2023.08	10.47	36.34	53.35	31
SkyCLIP 2026.03	10.31	33.63	49.6	-
SCAN t-i 2023.08	10.1	28.98	43.53	26.64
CLIP 2026.03	10.04	31.33	46.15	-
MTFN 2023.08	9.96	31.37	45.84	26.92
AMFMN-fusion 2023.08	9.96	34.03	52.96	29.32
AFMFN 2023.06	9.96	34.03	52.96	29.32
SCAN i-t 2023.08	9.82	29.38	42.12	26.28
AMFMN-soft 2023.08	9.82	33.94	51.9	28.74
MCRN 2023.08	9.42	35.53	52.74	30.33
LW-MCR-u 2023.08	9.25	34.07	54.03	28.58
CoOp 2023.08	9.16	33.85	54.35	30.51
CLIP-Baseline 2023.06	8.81	27.88	43.19	24.19
LongCLIP 2026.03	8.72	33.41	49.07	-
CLIP 2026.03	8.36	26.11	40.84	-
CAMP-triplet 2023.08	8.27	27.79	44.34	26.2
VSE++ 2023.08	7.79	24.87	38.67	24.83
LW-MCR-d 2023.08	7.79	30.18	49.78	27.79
Zero-shot CLIP 2023.08	7.79	23.67	38.89	23.89
LW-MCR 2023.06	7.79	30.18	49.78	27.79
VSE++ 2023.06	7.79	24.87	38.67	24.83
LW-MCR 2023.10	7.79	30.18	49.78	-
VSE++ 2023.10	7.73	27.8	41	-
CAMERA 2023.10	7.52	26.19	40.72	-
SCAN i2t 2023.10	7.43	25.71	39.03	-
SCAN t2i 2023.10	7.06	26.49	42.21	-
CAMP 2023.10	6.24	26.37	42.37	-
LW-MCR-b 2023.08	6.11	27.74	49.56	25.55
CAMP-bce 2023.08	5.22	23.32	38.36	22.03