Real Time Instance Segmentation On Mscoco

AP50

AP75

APL

APM

APS

Frame (fps)

mask AP

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة

اسم النموذج	AP50	AP75	APL	APM	APS	Frame (fps)	mask AP
yolact-real-time-instance-segmentation	46.6	29.2	44.8	29.3	9.2	33.3 (Titan Xp)	28.2
yolact-better-real-time-instance-segmentation	53.8	36.9	55.1	36.8	11.9	27.3 (Titan Xp)	34.6
sparse-instance-activation-for-real-time	59.2	40.2	56.9	39.4	15.7	40 (2080 Ti)	37.9
rtmdet-an-empirical-study-of-designing-real	-	-	-	-	-	-	-
rtmdet-an-empirical-study-of-designing-real	-	-	-	-	-	-	-
rtmdet-an-empirical-study-of-designing-real	-	-	-	-	-	-	-
mask-aware-iou-for-anchor-assignment-in-real	59.4	39.9	52.5	40.8	18.1	25 (Tesla V100)	37.7
sipmask-spatial-information-preservation-for	55.6	37.6	56.8	38.3	11.2	27.0 (Titan Xp)	35.4
sipmask-spatial-information-preservation-for	51.9	32.3	49.8	33.6	9.2	41.7 (Titan Xp)	31.2
mask-aware-iou-for-anchor-assignment-in-real	56.2	37.1	51.4	38.0	14.7	30 (Tesla V100)	35.2
sipmask-spatial-information-preservation-for	53.4	34.3	54.0	35.6	9.3	31.3 (Titan Xp)	32.8
rtmdet-an-empirical-study-of-designing-real	-	-	-	-	-	-	-
blendmask-top-down-meets-bottom-up-for	-	-	-	-	-	33.3	35.2
solov2-dynamic-faster-and-stronger	57.7	39.7	-	-	-	31.3	37.1
النموذج 15	-	-	-	-	-	10	41.4
النموذج 16	-	-	-	-	-	5	34.6
centermask-real-time-anchor-free-instance-1	-	-	48.7	34.7	12.9	-	32.9
النموذج 18	-	-	-	-	-	12	39.6
sparse-instance-activation-for-real-time	56.5	37.7	57.0	37.1	12.3	58.5 (2080 Ti)	35.9
النموذج 20	-	-	-	-	-	8	40.2
yolact-real-time-instance-segmentation	42.0	25.4	45.0	25.3	5.0	45.3 (Titan Xp)	24.9
النموذج 22	-	-	-	-	-	172.7	29.5