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

Image-to-Text Retrieval on RSITMD (test)

32.3R@1

GeoRSCLIP-FT

Updated 3d ago

Evaluation Results

Method
GeoRSCLIP-FT 2023.06	32.3	53.32	67.92	-
GeoRSCLIP-FT 2023.06	30.09	51.55	63.27	-
RemoteCLIP 2023.06	27.88	50.66	65.71	-
Full fine-tuning 2023.08	24.16	47.12	61.28	45.33
Ours 2023.08	23.67	44.07	60.36	44.47
PE-RSITR 2023.06	23.67	44.07	60.36	-
UniAdapter 2023.08	19.86	36.32	51.28	39.23
Single Language 2023.08	19.69	40.26	54.42	41.38
Multilanguage 2023.06	19.69	40.26	54.42	-
GeoRSCLIP 2023.06	19.03	34.51	46.46	-
Cross-Modal Adapter 2023.08	18.16	36.08	48.72	38.06
PIR 2023.06	18.14	41.15	52.88	-
MTGFE 2023.06	17.92	40.93	53.32	-
Linear probe 2023.08	17.02	33.12	48.35	36.25
GeoRSCLIP 2023.06	16.81	34.73	44.69	-
DOVE 2023.10	16.81	36.8	49.93	-
AdaptFormer 2023.08	16.71	30.16	42.91	34.81
GeoRSCLIP 2023.06	16.37	32.96	42.7	-
FAAMI 2023.06	16.15	35.62	48.89	-
GeoRSCLIP 2023.06	16.15	31.86	42.04	-
Convpass 2023.08	16.03	30.16	40.26	32.55
GeoRSCLIP 2023.06	15.93	31.86	41.81	-
DOVE-S 2023.10	15.71	31.86	44.69	-
VPT 2023.08	14.98	32.05	40.15	34.14
GaLR with MR 2023.08	14.82	31.64	42.48	31.41
GaLR 2023.06	14.82	31.64	42.48	-
GaLR 2023.10	14.82	31.64	42.48	-
Adapter 2023.08	13.75	27.64	39.96	32.37
SWAN 2023.06	13.35	32.15	46.9	-
SWAN 2023.10	13.35	32.15	46.9	-
MCRN 2023.08	13.27	29.42	41.59	30.33
HVSA 2023.06	13.2	32.08	45.58	-
HVSA 2023.10	13.2	32.08	45.58	-
GaLR w/o MR 2023.08	13.05	30.09	42.7	31
CLIP-Adapter 2023.08	12.83	28.84	39.05	32.38
VL-Prompt 2023.08	12.81	31.28	42.64	32.4
CoOp 2023.08	12.19	30.69	42.82	30.51
CAMP-triplet 2023.08	11.73	26.99	38.05	26.2
SCAN i-t 2023.08	11.06	25.88	39.38	26.28
AMFMN-soft 2023.08	11.06	25.88	39.82	28.74
AMFMN-fusion 2023.08	11.06	29.2	38.72	29.32
AFMFN 2023.06	11.06	29.2	38.72	-
AMFMN-sim 2023.08	10.63	24.78	41.81	29.72
AMFMN 2023.10	10.63	24.78	41.81	-
MTFN 2023.08	10.4	27.65	36.28	26.92
VSE++ 2023.08	10.38	27.65	39.6	24.83
VSE++ 2023.06	10.38	27.65	39.6	-
SCAN t-i 2023.08	10.18	28.53	38.49	26.64
LW-MCR-d 2023.08	10.18	28.98	39.82	27.79
LW-MCR 2023.06	10.18	28.98	39.82	-
LW-MCR 2023.10	10.18	28.98	39.82	-
LW-MCR-u 2023.08	9.73	26.77	37.61	28.58
CLIP-Baseline 2023.06	9.51	23.01	32.74	-
Zero-shot CLIP 2023.08	9.29	26.33	37.39	23.89
CAMP-bce 2023.08	9.07	23.01	33.19	22.03
LW-MCR-b 2023.08	9.07	22.79	38.05	25.55
VSE++ 2023.10	9.07	21.61	31.78	-
SCAN i2t 2023.10	8.92	22.12	33.78	-
CAMERA 2023.10	8.33	21.83	33.11	-
CAMP 2023.10	8.11	23.67	34.07	-
SCAN t2i 2023.10	7.01	20.58	30.9	-
VSE++ 2023.10	-	-	-	23.17
SCAN i2t 2023.10	-	-	-	22.83
SCAN t2i 2023.10	-	-	-	22.37
CAMP 2023.10	-	-	-	23.47
CAMERA 2023.10	-	-	-	22.95
LW-MCR 2023.10	-	-	-	27.79
AMFMN 2023.10	-	-	-	29.72
GaLR 2023.10	-	-	-	31.41
SWAN 2023.10	-	-	-	34.11
HVSA 2023.10	-	-	-	33.16
DOVE-S 2023.10	-	-	-	34.32
DOVE 2023.10	-	-	-	37.73