Object Detection on BDD100K Cs→B adaptation (test) benchmark leaderboard · SOTA2 Research

Object Detection on BDD100K Cs→B adaptation (test)

43.4mAPDDT

Evaluation Results

Method	Links
DDT2025.06		43.4	40.3	32.3	66.7	31.8	59.1	41.6	31.8
DDT2025.06		41.8	39	31.6	65.9	30.2	57.7	39.8	28.6
HT2025.06		40.2	38	30.6	63.5	28.2	53.4	40.4	27.4
DDT2025.06		39.5	36.8	27	64.9	25.8	55.3	39.2	27.3
NSA2025.06		35.5	—	—	—	—	—	—	—
PT2025.06		34.9	28.8	33.8	52.7	23	40.5	39.9	25.8
SIGMA++2025.06		33.7	27.1	26.3	65.6	17.8	47.5	30.4	21.1
TDD2025.06		33.6	28.8	25.5	53.9	24.5	39.6	38.9	24.1
SIGMA2025.06		32.7	26.3	23.6	64.1	17.9	46.9	29.6	20.2
SED2025.06		29	25	23.4	50.4	18.9	32.4	32.6	20.6
Baseline2025.06		29	25.9	18.4	48.8	17.2	41.1	29.8	21.7
Baseline2025.06		28.8	24.8	16.5	53.9	15.4	45.3	27.6	18.2
EPM2025.06		27.8	20.1	19.1	55.8	14.5	39.6	26.8	18.8
CRDA2025.06		27.4	25.5	20.6	45.8	14.9	32.8	29.3	22.7
Baseline2025.06		27.3	23.8	13	51.8	17	42.5	27.4	15.7
SWDA2025.06		26.2	23.1	20.7	44.8	15.2	29.5	29.9	20.2
SCDA2025.06		25.8	23.2	19.6	44.4	14.8	29.3	29.2	20.3
DA-Faster2025.06		24.9	22.4	18	44.2	14.2	28.9	27.4	19.1