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Incremental Object Detection on COCO 40-10 multi-step

51.8AP

YOLO-IOD

Updated 3mo ago

Evaluation Results

Method	Links
YOLO-IOD 2025.12		51.8	-	-	-	-	-	-	-	-	-	-
YOLO-IOD 2025.12		50.6	7.1	-	-	-	-	-	-	-	-	-
RGR 2025.12		48.2	-	-	-	-	-	-	-	-	-	-
ERD 2025.12		47.3	-	-	-	-	-	-	-	-	-	-
RGR 2025.12		44.8	17.8	-	-	-	-	-	-	-	-	-
DCA 2025.12		41.1	-	-	-	-	-	-	-	-	-	-
SDDGR 2025.12		40.6	-	-	-	-	-	-	-	-	-	-
GCD 2025.12		40.2	29.7	-	-	-	-	-	-	-	-	-
ERD 2025.12		37.9	30.4	-	-	-	-	-	-	-	-	-
DCA 2025.12		37.2	20.8	-	-	-	-	-	-	-	-	-
SDDGR 2025.12		36.8	21.7	-	-	-	-	-	-	-	-	-
TLR 2025.12		30.2	45.2	-	-	-	-	-	-	-	-	-
CL-DETR 2025.12		28.1	40.2	-	-	-	-	-	-	-	-	-
ERD 2025.10		-	-	63.7	53.9	46.7	39.9	31.8	-	-	-	-
CL-DETR 2025.10		-	-	63.7	54.4	50.2	45.6	38.2	-	-	-	-
DyQ-DETR 2025.10		-	-	63.7	55.9	53.8	50.8	49.8	-	-	-	-
SDDGR 2025.10		-	-	68.6	62.8	60.2	59	54.7	-	-	-	-
LEA 2025.10		-	-	75.3	66.3	61.7	59.7	56.5	-	-	-	-
GCD 2025.10		-	-	-	-	-	-	55.1	-	-	-	-
MD-DETR 2025.10		-	-	79	68.1	61.7	53.7	49.4	-	-	-	-
P2IOD 2025.10		-	-	79.6	74.1	70.9	69.3	64.8	-	-	-	-
CF 2026.03		-	-	-	-	-	-	-	5.8	5.7	6.3	3.3
RILOD 2026.03		-	-	-	-	-	-	-	25.4	11.2	10.5	8.4
SID 2026.03		-	-	-	-	-	-	-	34.6	24.1	14.6	12.6
ERD 2026.03		-	-	-	-	-	-	-	36.4	30.8	26.2	20.7
CL-DETR 2026.03		-	-	-	-	-	-	-	-	-	-	28.1
ACF 2026.03		-	-	-	-	-	-	-	39.1	35.4	32	30.3
SDDGR 2026.03		-	-	-	-	-	-	-	42.3	40.6	40	36.8
DCA 2026.03		-	-	-	-	-	-	-	44	41.1	39.2	37.2
Q-MCMF 2026.03		-	-	-	-	-	-	-	43.2	41.2	40	38