Image Geolocalization on IM2GPS benchmark leaderboard · SOTA2 Research

Image Geolocalization on IM2GPS

54.4Success Rate @ 25 km (City)GeoSURGE

Evaluation Results

Method
GeoSURGE2025.10	54.4	—	27	70	84.4	93.2
VLM-Guided Visual Place Recognition2025.07	52.32	—	24.89	70.46	83.54	93.67
HierLoc2026.01	51.9	21.4	10.5	67.5	83.1	92.4
GeoDecoder2023.07	50.2	25	22.1	69	80	89.1
GeoDecoder2026.01	50.2	25	22.1	69	80	89.1
GeoDecoder2025.10	50.2	—	22.1	69	80	89.1
GeoDecoder2025.07	50.2	—	22.1	69	80	89.1
Translocator2023.07	48.1	—	19.9	64.6	75.6	86.7
Translocator2026.01	48.1	—	19.9	64.6	75.6	86.7
Translocator2025.10	48.1	—	19.9	64.6	75.6	86.7
Translocator2025.07	48.1	—	19.9	64.6	75.6	86.7
RFM10MS22025.10	44.7	—	8	64.1	78.5	88.2
GeoReasoner2026.01	44	—	13	—	86	—
ISNS(M, f*, S3)2023.07	43	—	16.9	51.9	66.7	80.2
ISNs (M,f*,S3)2026.01	43	—	16.9	51.9	66.7	80.2
ISNs2025.10	43	—	16.9	51.9	66.7	80.2
GA2025.10	43	—	—	57.4	77.2	89.5
ISN2025.07	43	—	16.9	51.9	66.7	80.2
GR2025.10	41.1	—	8.9	56.2	72.3	88.4
PIGEOTTO2023.07	40.9	70.5	14.8	63.3	82.3	91.1
PIGEON2026.01	40.9	70.5	14.8	63.3	82.3	91.1
GeoCLIP2025.10	40.9	—	16.5	54.9	76.8	88.6
PIGEOTTO2025.10	38.8	—	11.8	63.7	80.5	91.1
PIGETTO2025.07	38.8	—	11.8	63.7	80.6	91.1
CPlaNet2023.07	37.1	—	16.5	46.4	62	78.5
CPlaNet2026.01	37.1	—	16.5	46.4	62	78.5
CPlaNet2025.10	37.1	—	16.5	46.4	62	78.5
CPlaNet2025.07	37.1	—	16.5	46.4	62	78.5
[L]kNN2025.10	33.3	—	14.4	47.7	61.6	73.4
StreetCLIP2025.07	28.3	—	—	45.1	74.7	88.2
PlaNet2023.07	24.5	—	8.4	37.6	53.6	71.3
PlaNet2026.01	24.5	—	8.4	37.6	53.6	71.3
PlaNet2025.10	24.5	—	8.4	37.6	53.6	71.3
PlaNet2025.07	24.5	—	8.4	37.6	53.6	71.3