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Instance Segmentation on COCO non-VOC categories

39.7mAP

ContrastMask

Updated 3d ago

Evaluation Results

Method
ContrastMask 2022.03	39.7	66.2	42.3	19.2	39.3	53.6
ContrastMask 2022.03	38.4	64.5	39.8	18.4	38.1	52.6
ContrastMask 2022.03	37.6	63.8	38.9	18.1	36.6	51.3
OPMask 2022.03	37.1	62.5	38.4	16.9	36	50.5
ContrastMask 2022.03	37	63	38.6	18.3	36.4	50.2
CPMask 2022.03	36.8	60.5	38.6	17.6	37.1	51.5
ContrastMask 2022.03	36.6	62.2	37.7	17.5	36.5	50.1
OPMask 2022.03	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
ShapeProp 2022.03	35.5	60.5	36.7	15.6	33.8	50.3
ContrastMask 2022.03	35.1	60.8	35.7	17.2	34.7	47.7
ContrastMask 2022.03	35	56.4	36.9	18.6	38.9	50.5
Mask R-CNN 2021.04	34.4	55.2	36.3	18.6	39.1	47.9
ShapeProp 2022.03	34.4	59.6	35.2	13.5	32.9	48.6
ContrastMask 2022.03	34.3	54.7	36.6	17.5	38.4	50
CPMask 2022.03	34	53.7	36.5	18.5	38.9	47.4
ContrastMask 2022.03	33.4	54.2	35.8	17.7	37.4	48.5
ShapeMask 2022.03	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
OPMask 2022.03	33.2	53.5	35.2	17.2	37.1	46.9
ContrastMask 2022.03	32.9	52.5	35.4	16.6	37.1	47.3
Ours 2021.04	32.7	52.5	33.1	15.9	38.5	41.3
ContrastMask 2022.03	32.4	52.1	34.8	15.2	36.7	47.3
OPMask 2022.03	31.9	52.2	33.7	16.3	35.2	46.5
ShapeProp 2022.03	31.9	52.1	33.7	14.2	35.9	46.5
ContrastMask 2022.03	30.9	50.3	32.9	15.2	34.6	44.3
ShapeProp 2022.03	30.4	51.2	31.8	14.3	34.2	44.7
ShapeMask 2021.04	30.2	49.3	31.5	16.1	38.2	38.4
ShapeMask 2022.03	30.2	49.3	31.5	16.1	38.2	28.4
Mask* R-CNN 2022.03	29.5	52.4	29.2	13.4	30.2	41
Mask* R-CNN 2022.03	28.9	52.2	28.6	12.1	29	40.6
CPMask 2022.03	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-CNN 2021.04	23.8	42.9	23.5	12.7	28.1	33.5
Mask* R-CNN 2022.03	23.8	42.9	23.5	12.7	28.1	33.5
Mask* R-CNN 2022.03	23.7	43.1	23.5	12.4	27.6	32.9
Mask GrabCut 2022.03	19.7	39.7	17	6.4	21.2	35.8
Mask GrabCut 2022.03	19.6	46.1	14.3	5.1	16	32.4
Mask GrabCut 2022.03	19.5	46.2	14.2	4.7	15.9	32
Mask GrabCut 2022.03	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