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Object Detection on BDD100K

51.3mAP

Diff. Guided Detector

Updated 3d ago

Evaluation Results

Method	Links
Diff. Guided Detector 2025.06		51.3	43.6	42.9	75.2	40.5	64.6	49.6	42.9	-	-
Diff. Detector 2025.06		49.3	41.2	41.7	72.7	37.2	62.8	48.7	46.5	-	-
Diff. Guided Detector 2025.06		46.7	39.4	34.1	72.2	37.4	61.3	46.9	38.4	-	-
GDD 2025.06		46.6	38.9	31	71.5	37.6	61.5	47	38.5	-	-
GDD 2025.06		46.3	38.4	33.4	72	38.3	60.3	47	35	-	-
DDT 2025.06		43.4	40.3	32.3	66.7	31.8	59.1	41.6	31.8	-	-
HT 2025.06		40.2	38	30.6	63.5	28.2	53.4	40.4	27.4	-	-
CAT 2025.06		38.5	34.6	31.7	61.2	24.4	44.6	41.5	31.4	-	-
MTM 2025.06		37.3	28	28.8	68.8	23.8	53.7	35.1	23	-	-
PT 2025.06		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	24.8	47.5	30.4	21.1	-	-
TDD 2025.06		33.6	28.8	25.5	53.9	24.5	39.6	38.9	24.1	-	-
DDT 2025.06		32.7	-	-	-	-	-	-	-	-	-
SIGMA 2025.06		32.7	26.3	23.6	64.1	24.1	46.9	29.6	20.2	-	-
MAD 2025.06		28	-	-	-	-	-	-	-	-	-
EPM 2025.06		27.8	20.1	19.1	55.8	14.5	39.6	26.8	18.8	-	-
SRCD 2025.06		25.9	24.8	21.5	38.7	19	25.7	28.4	23.1	-	-
SHADE 2025.06		24	25.1	19	36.8	18.4	24.1	24.9	19.8	-	-
CDSD 2025.06		21.7	22.9	20.5	33.8	14.7	18.5	23.6	18.2	-	-
Faster R-CNN 2026.02		-	-	-	-	-	-	-	-	77.2	55.6
YOLOv5s 2026.02		-	-	-	-	-	-	-	-	86.8	77.2
MultiNet 2026.02		-	-	-	-	-	-	-	-	81.3	60.2
DLT-Net 2026.02		-	-	-	-	-	-	-	-	89.4	68.4
YOLOP 2026.02		-	-	-	-	-	-	-	-	89.2	76.5
HybridNets 2026.02		-	-	-	-	-	-	-	-	92.8	77.3
YOLOPv2 2026.02		-	-	-	-	-	-	-	-	91.1	83.4
YOLOPX 2026.02		-	-	-	-	-	-	-	-	93.7	83.3
UV-M3TL 2026.02		-	-	-	-	-	-	-	-	93.5	83.9