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Image Geolocalization on IM2GPS3K (test)

45.05Success Rate (25km)

GeoRanker

Updated 4d ago

Evaluation Results

Method
GeoRanker 2025.05	45.05	18.79	61.49	76.31	89.29
Geo-Ranker 2026.01	45.05	18.79	61.49	76.31	89.29
Geo-R 2026.01	41.53	18.1	58.31	75.33	86.42
G3 2025.05	40.94	16.65	55.56	71.24	84.68
G3 2024.05	40.94	16.65	55.56	71.24	84.68
G3 2026.02	40.94	16.65	55.56	71.24	84.68
G3 2026.01	40.94	16.65	55.56	71.24	84.68
G3 2026.02	40.94	-	55.56	71.24	84.68
GeoAgent 2026.02	40.75	-	58.57	76.21	89.9
SpotAgent 2026.02	40.36	14.12	57.8	73.43	85.75
GLOBE 2026.02	40.18	9.84	56.19	71.45	82.38
GLOBE 2026.01	40.18	-	56.19	71.45	-
GLOBE 2026.02	40.18	-	56.19	71.45	82.38
Img2Loc 2025.05	39.83	15.34	53.59	69.7	82.78
Img2Loc 2024.05	39.83	15.34	53.59	69.7	82.78
Img2Loc 2026.02	39.83	15.34	53.59	69.7	82.78
Img2Loc 2026.01	39.83	15.34	53.59	69.7	82.78
PIGEON 2025.05	36.7	11.3	53.8	72.4	85.3
PIGEON 2024.05	36.7	11.3	53.8	72.4	85.3
PIGEON 2026.02	36.7	11.3	53.8	72.4	85.3
PIGEON 2026.01	36.7	11.3	53.8	72.4	85.3
PIGEOTTO 2026.02	36.7	-	53.8	72.4	85.3
GRE suite 2026.02	35.3	11.3	51.7	69.3	85.7
GRE-Suite 2026.02	35.3	-	51.7	69.3	85.67
GeoCLIP 2025.05	34.47	14.11	50.65	69.67	83.82
GeoCLIP 2023.09	34.47	14.11	50.65	69.67	83.82
GeoCLIP 2024.05	34.47	14.11	50.65	69.67	83.82
GeoCLIP 2026.02	34.47	14.11	50.65	69.67	83.82
GeoCLIP 2026.01	34.47	14.11	50.65	69.67	83.82
GeoCLIP 2026.02	34.47	-	50.65	69.97	83.82
SEER 2022.02	33.9	12.6	45.3	61	76
GeoDecoder 2025.05	33.5	12.8	45.9	61	76.1
GeoDecoder 2023.03	33.5	12.8	45.9	61	76.1
GeoDecoder 2023.09	33.5	12.8	45.9	61	76.1
GeoDecoder 2024.05	33.5	12.8	45.9	61	76.1
GeoDecoder 2026.01	33.5	12.8	45.9	61	76.1
GeoDecoder 2026.02	33.5	-	45.9	61	76.1
GaGA 2026.02	33	-	48	67.1	82.1
GeoAgent-SFT 2026.02	32.77	-	45.42	62.65	81.33
Qwen2.5-VL-7B 2026.02	32.53	8.58	43.11	58.93	72.37
Translocator 2025.05	31.1	11.8	46.7	58.9	80.1
TransLocator 2022.04	31.1	11.8	46.7	58.9	80.1
Translocator 2023.02	31.1	-	46.7	58.9	80.1
Translocator 2023.03	31.1	11.8	46.7	58.9	80.1
Translocator 2023.09	31.1	11.8	46.7	58.9	80.1
Translocator 2024.05	31.1	11.8	46.7	58.9	80.1
Translocator 2026.01	31.1	11.8	46.7	58.9	80.1
Translocator 2026.02	31.1	-	46.7	58.9	80.1
GRE-Suite-SFT 2026.02	29.3	-	44.78	62.43	78.81
ViT-MT 2022.04	29	11	42.6	54.8	71.6
Gemma3-27B 2026.02	28.53	-	41.74	57.95	73.64
ISNs 2025.05	28	10.5	36.6	49.7	66
ISNs+HSSC 2022.02	28	10.5	36.6	49.7	66
ISNs 2022.04	28	10.5	36.6	49.7	66
ISNS 2023.02	28	-	36.6	49.7	66
ISNs 2023.03	28	10.5	36.6	49.7	66
ISNs 2023.09	28	10.5	36.6	49.7	66
ISNs 2024.05	28	10.5	36.6	49.7	66
ISNs 2026.01	28	10.5	36.6	49.7	66
ISNs 2022.04	27.2	10.1	36.2	49.3	65.6
ISNs 2023.03	27.2	10.1	36.2	49.3	65.6
GeoReasoner 2026.02	26.94	-	36.63	52.27	78.65
CPlaNet 2025.05	26.5	10.2	34.6	48.6	64.6
CPlaNet 2022.04	26.5	10.2	34.6	48.6	64.6
CPlaNet 2023.03	26.5	10.2	34.6	48.6	64.6
CPlaNet 2023.09	26.5	10.2	34.6	48.6	64.6
CPlaNet 2024.05	26.5	10.2	34.6	48.6	64.6
CPlaNet 2026.02	26.5	10.2	34.6	48.6	64.6
CPlaNet 2026.01	26.5	10.2	34.6	48.6	64.6
Qwen2.5-VL-7B 2026.02	25.48	3.97	43.65	64.29	77.9
PlaNet 2025.05	24.8	8.5	34.3	48.4	64.6
PlaNet 2022.04	24.8	8.5	34.3	48.4	64.6
PlaNet 2023.03	24.8	8.5	34.3	48.4	64.6
PlaNet 2023.09	24.8	8.5	34.3	48.4	64.6
PlaNet 2024.05	24.8	8.5	34.3	48.4	64.6
PlaNet 2026.02	24.8	8.5	34.3	48.4	64.6
PlaNet 2026.01	24.8	8.5	34.3	48.4	64.6
Qwen2.5-VL-32B 2026.02	23.36	-	30.35	43.46	59.7
StreetCLIP 2023.02	22.4	-	37.4	61.3	80.4
Qwen2.5-VL-7B 2026.02	21.93	-	29.93	43.08	60.68
PLAnet 2023.02	21.8	-	34.3	48.4	64.6
Translocator 2026.02	20.3	7.6	27.1	40.7	63.3
InternVL3-14B 2026.02	20.1	-	27.51	40.89	59.01
CLIP 2023.02	19.5	-	34	60	78.1
[L]kNN, sigma=4 2025.05	19.4	7.2	26.9	38.9	55.9
[L]kNN 2022.04	19.4	7.2	26.9	38.9	55.9
[L]kNN 2023.03	19.4	7.2	26.9	38.9	55.9
[L]kNN 2023.09	19.4	7.2	26.9	38.9	55.9
[L]kNN 2024.05	19.4	7.2	26.9	38.9	55.9
[L]kNN, σ = 4 2026.02	19.4	7.2	26.9	38.9	55.9
[L]kNN 2026.01	19.4	7.2	26.9	38.9	55.9
GeoDecoder 2026.02	10.3	5.7	21.4	28.9	38.6
ISNs 2026.02	9.6	3.2	14.3	25.1	43.9