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Text-to-Image Retrieval on RSITMD (test)

25.04R@1

GeoRSCLIP-FT

Updated 17d 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	-
ELC 2026.07	23.32	56.06	72.43	-	294.07
ELC0 2026.07	22.65	55.97	72.52	-	291.84
GLGSA 2026.07	22.52	52.39	69.46	-	279.76
RemoteCLIP 2023.06	22.17	56.46	73.41	49.38	-
RemoteCLIP 2026.07	22.17	56.46	73.41	-	296.29
FGVLA 2026.07	21.77	54.12	72.92	-	291.51
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	-
PE-RSITR 2026.07	20.1	50.63	67.97	-	266.8
SIRS 2026.07	19.44	43.18	58.4	-	241.26
AIR 2026.07	19.2	50.22	68.89	-	258.67
CUP 2026.07	17.7	48.4	64.82	-	252.94
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	-	-
InfoNCE 2026.07	17.26	47.88	67.61	-	245.14
GeoRSCLIP 2026.03	17.21	41.37	56.33	-	-
VSE∞ 2026.07	16.73	47.21	61.37	-	250.09
MTGFE 2023.06	16.59	48.5	67.43	40.78	-
PAU 2026.07	16.37	49.2	66.46	-	250.39
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	-	-
KAMCL 2026.07	14.6	41.86	59.86	-	215.21
VSE++ 2026.07	14.47	41.86	56.81	-	223.54
AdaptFormer 2023.08	14.27	41.53	61.46	34.81	-
GeoRSCLIP 2023.06	14.16	42.39	57.52	35.68	-
Poly 2026.07	13.98	41.9	60.09	-	220.62
Linear probe 2023.08	13.33	41.8	63.89	36.25	-
CLIP-Adapter 2023.08	13.3	40.2	60.06	32.38	-
SMLGN 2026.07	13.19	43.94	60.4	-	225.72
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	-	-
AMFMN 2026.07	11.51	34.69	54.87	-	178.29
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	-	-
GaLR 2026.07	11.15	36.68	51.68	-	188.45
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	-
CLIP 2026.07	8.81	28.01	43.1	-	145.4
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	-