Object Detection on Diverse Weather Datasets benchmark leaderboard · SOTA2 Research

Object Detection on Diverse Weather Datasets

48.5DFDiff. Detector

Evaluation Results

Method	Links
Diff. Detector2025.06		48.5	48.4	31.3	51.6	45
Bridge2026.04		48.1	53.8	46.7	54.6	50.8
Bridge2026.04		47.5	47	30.2	51.9	44.2
Diff. Guided Detector2025.06		46.7	39.1	22.4	50.5	39.7
DINOv32026.04		46.6	50.7	45.1	52	48.6
Boost2026.04		45.9	44.3	28.2	48.8	41.8
GDD2025.06		44.7	37.4	21.7	48.7	38.1
Diff. Guided Detector2025.03		44.7	37.4	21.7	48.7	38.1
Diff. Guided Detector2025.03		44.7	37.1	20	49.3	37.8
Diff. Detector2025.03		44.6	41.6	23.2	46.4	39
Bridge2026.04		44.5	38.4	22.4	48.6	38.5
Boost2026.04		44.4	36.1	20.9	47.7	37.3
Bridge2026.04		44	48.7	37	49.3	44.8
GDD2025.06		43.3	42.5	27.8	47	40.2
Diff. Detector2025.03		43.3	42.5	27.8	47	40.2
Bridge2026.04		42.7	44.3	28.6	48	40.9
SAM2026.04		41.2	41.3	26.1	45	38.4
PhysAug2025.06		40.8	41.2	23.1	44.9	37.5
PhysAug2026.04		40.8	41.2	23.1	44.9	37.5
DINOv22026.04		40.7	43.8	33.8	44.7	40.8
UFR2025.06		39.6	33.2	19.2	40.8	33.2
UFR2025.03		39.6	33.2	19.2	40.8	33.2
UFR2026.04		39.6	33.2	19.2	40.8	33.2
DIDM2025.06		39.3	35.4	19.2	42	34
DIDM2026.04		39.3	35.4	19.2	42	34
Prompt-D2025.06		39.1	33.7	19.2	38.5	32.6
Prompt-D2026.04		39.1	33.7	19.2	38.5	32.6
OA-DG2025.06		38.3	33.9	16.8	38	31.8
OA-DG2025.03		38.3	33.9	16.8	38	31.8
OA-DG2026.04		38.3	33.9	16.8	38	31.8
DivAlign2025.06		37.2	38.1	24.1	42.5	35.5
DivAlign2025.03		37.2	38.1	24.1	42.5	35.5
DivAlign2026.04		37.2	38.1	24.1	42.5	35.5
G-NAS2025.06		36.4	35.1	17.4	45	33.5
G-NAS2025.03		36.4	35.1	17.4	45	33.5
G-NAS2026.04		36.4	35.1	17.4	45	33.5
SRCD2025.06		35.9	28.8	17	36.7	29.6
SRCD2025.03		35.9	28.8	17	36.7	29.6
SRCD2026.04		35.9	28.8	17	36.7	29.6
CDSD2025.06		33.5	28.2	16.6	36.6	28.7
CDSD2025.03		33.5	28.2	16.6	36.6	28.7
CDSD2026.04		33.5	28.2	16.6	36.6	28.7
SHADE2025.06		33.4	29.5	16.8	33.9	28.4
SHADE2025.03		33.4	29.5	16.8	33.9	28.4
SHADE2026.04		33.4	29.5	16.8	33.9	28.4
CLIPGap2025.06		32	26	12.4	34.4	26.2
CLIPGap2025.03		32	26	12.4	34.4	26.2
CLIPGap2026.04		32	26	12.4	34.4	26.2