Instance Segmentation on COCO non-VOC categories benchmark leaderboard · SOTA2 Research

Instance Segmentation on COCO non-VOC categories

39.7mAPContrastMask

Evaluation Results

Method	Links
ContrastMask2022.03		39.7	66.2	42.3	19.2	39.3	53.6
ContrastMask2022.03		38.4	64.5	39.8	18.4	38.1	52.6
ContrastMask2022.03		37.6	63.8	38.9	18.1	36.6	51.3
OPMask2022.03		37.1	62.5	38.4	16.9	36	50.5
ContrastMask2022.03		37	63	38.6	18.3	36.4	50.2
CPMask2022.03		36.8	60.5	38.6	17.6	37.1	51.5
ContrastMask2022.03		36.6	62.2	37.7	17.5	36.5	50.1
OPMask2022.03		36.5	62.5	37.4	17.3	34.8	49.8
ShapeMask (NAS-FPN)2022.03		35.7	60.3	36.6	18.3	40.5	47.3
ShapeProp2022.03		35.5	60.5	36.7	15.6	33.8	50.3
ContrastMask2022.03		35.1	60.8	35.7	17.2	34.7	47.7
ContrastMask2022.03		35	56.4	36.9	18.6	38.9	50.5
Mask R-CNN2021.04		34.4	55.2	36.3	18.6	39.1	47.9
ShapeProp2022.03		34.4	59.6	35.2	13.5	32.9	48.6
ContrastMask2022.03		34.3	54.7	36.6	17.5	38.4	50
CPMask2022.03		34	53.7	36.5	18.5	38.9	47.4
ContrastMask2022.03		33.4	54.2	35.8	17.7	37.4	48.5
ShapeMask2022.03		33.3	56.9	34.3	17.1	38.1	45.4
ShapeMask (NAS-FPN)2022.03		33.2	53.1	35	15.5	40.2	43.3
OPMask2022.03		33.2	53.5	35.2	17.2	37.1	46.9
ContrastMask2022.03		32.9	52.5	35.4	16.6	37.1	47.3
Ours2021.04		32.7	52.5	33.1	15.9	38.5	41.3
ContrastMask2022.03		32.4	52.1	34.8	15.2	36.7	47.3
OPMask2022.03		31.9	52.2	33.7	16.3	35.2	46.5
ShapeProp2022.03		31.9	52.1	33.7	14.2	35.9	46.5
ContrastMask2022.03		30.9	50.3	32.9	15.2	34.6	44.3
ShapeProp2022.03		30.4	51.2	31.8	14.3	34.2	44.7
ShapeMask2021.04		30.2	49.3	31.5	16.1	38.2	38.4
ShapeMask2022.03		30.2	49.3	31.5	16.1	38.2	28.4
Mask* R-CNN2022.03		29.5	52.4	29.2	13.4	30.2	41
Mask* R-CNN2022.03		28.9	52.2	28.6	12.1	29	40.6
CPMask2022.03		28.8	46.1	30.6	12.4	33.1	43.4
Mask R-CNN (Baseline)2022.03		23.9	42.9	23.5	11.6	24.3	33.7
Mask^X R-CNN2021.04		23.8	42.9	23.5	12.7	28.1	33.5
Mask* R-CNN2022.03		23.8	42.9	23.5	12.7	28.1	33.5
Mask* R-CNN2022.03		23.7	43.1	23.5	12.4	27.6	32.9
Mask GrabCut2022.03		19.7	39.7	17	6.4	21.2	35.8
Mask GrabCut2022.03		19.6	46.1	14.3	5.1	16	32.4
Mask GrabCut2022.03		19.5	46.2	14.2	4.7	15.9	32
Mask GrabCut2022.03		19.5	39.2	17	6.5	20.9	34.3
Mask R-CNN (Baseline)2022.03		19.2	36.4	18.4	11.5	23.3	24.4