Our new X account is live! Follow @wizwand_team for updates

Text-to-Image Retrieval on RSITMD (test)

25.04R@1

GeoRSCLIP-FT

Updated 3d 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
MTGFE 2023.06	16.59	48.5	67.43	40.78
Cross-Modal Adapter 2023.08	16.31	44.33	64.75	38.06
VPT 2023.08	15.97	41.35	60.35	34.14
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
VL-Prompt 2023.08	12.61	36.2	58.84	32.4
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	-
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 w/o MR 2023.08	10.47	36.34	53.35	31
SCAN t-i 2023.08	10.1	28.98	43.53	26.64
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
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