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Object Detection on Diverse Weather Datasets

48.5DF

Diff. Detector

Updated 1mo ago

Evaluation Results

Method	Links
Diff. Detector 2025.06		48.5	48.4	31.3	51.6	45
Diff. Guided Detector 2025.06		46.7	39.1	22.4	50.5	39.7
GDD 2025.06		44.7	37.4	21.7	48.7	38.1
Diff. Guided Detector 2025.03		44.7	37.4	21.7	48.7	38.1
Diff. Guided Detector 2025.03		44.7	37.1	20	49.3	37.8
Diff. Detector 2025.03		44.6	41.6	23.2	46.4	39
GDD 2025.06		43.3	42.5	27.8	47	40.2
Diff. Detector 2025.03		43.3	42.5	27.8	47	40.2
PhysAug 2025.06		40.8	41.2	23.1	44.9	37.5
UFR 2025.06		39.6	33.2	19.2	40.8	33.2
UFR 2025.03		39.6	33.2	19.2	40.8	33.2
DIDM 2025.06		39.3	35.4	19.2	42	34
Prompt-D 2025.06		39.1	33.7	19.2	38.5	32.6
OA-DG 2025.06		38.3	33.9	16.8	38	31.8
OA-DG 2025.03		38.3	33.9	16.8	38	31.8
DivAlign 2025.06		37.2	38.1	24.1	42.5	35.5
DivAlign 2025.03		37.2	38.1	24.1	42.5	35.5
G-NAS 2025.06		36.4	35.1	17.4	45	33.5
G-NAS 2025.03		36.4	35.1	17.4	45	33.5
SRCD 2025.06		35.9	28.8	17	36.7	29.6
SRCD 2025.03		35.9	28.8	17	36.7	29.6
CDSD 2025.06		33.5	28.2	16.6	36.6	28.7
CDSD 2025.03		33.5	28.2	16.6	36.6	28.7
SHADE 2025.06		33.4	29.5	16.8	33.9	28.4
SHADE 2025.03		33.4	29.5	16.8	33.9	28.4
CLIPGap 2025.06		32	26	12.4	34.4	26.2
CLIPGap 2025.03		32	26	12.4	34.4	26.2