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ModelsThatRun

Instance segmentation

A separate pixel mask for every object.

Also called “masks”, “instance masks”, “segment objects”, “cut out objects”.

Variants

Every instance segmentation model

ModelAccuracy (paper under it)4090 latency (input under it)VRAM peakLicense
EoMT2 sizes: large-640, large-128044.8 mask AP45.2 COCO mAP (mask) paper44.7 ms640x6406.4 GiBCommercial OK
GTR-Seg4 sizes: s, m, l, x44.9 mask AP45 COCO mask AP paper35.6 ms640x640677 MiBCommercial OK
RF-DETR-Seg6 sizes: nano, small, medium, large, xlarge, 2xlarge40.1 mask AP40.3 COCO AP50:95 (mask) paper12.5 ms312x312887 MiBCommercial OK
YOLO11-seg5 sizes: n, s, m, l, x31.8 mask AP32 COCO mAPmask 50-95 paper14.5 ms640x448596 MiBConditional
YOLO26-seg5 sizes: n, s, m, l, x33.5 mask AP33.9 COCO mAPmask 50-95 (e2e) paper15.5 ms640x448579 MiBConditional
YOLOv8-seg5 sizes: n, s, m, l, x30.1 mask AP30.5 COCO mAPmask 50-95 paper12.8 ms640x448590 MiBConditional