Real Time Instance Segmentation On Mscoco

AP50

AP75

APL

APM

APS

Frame (fps)

mask AP

Résultats

Résultats de performance de divers modèles sur ce benchmark

Tableau comparatif

Nom du modèle	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
Modèle 15	-	-	-	-	-	10	41.4
Modèle 16	-	-	-	-	-	5	34.6
centermask-real-time-anchor-free-instance-1	-	-	48.7	34.7	12.9	-	32.9
Modèle 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
Modèle 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
Modèle 22	-	-	-	-	-	172.7	29.5