Interactive Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
Berkeley	AdaptiveClick	NoC@901.38	230	3d ago
GrabCut	GraCo w/ GT+AGG	NoC@901.2	225	3d ago
DAVIS	OIS	NoC@903.8	197	3d ago
SBD	GraCo w/ AGG	NoC @ 90% Target3.96	171	3d ago
Pascal VOC	Ours-ViT-B+MST+CL	NoC@851.69	43	3d ago
PartImageNet	GraCo w/ GT+AGG	NoC@854.92	17	3d ago
PascalPart	GraCo w/ GT	NoC@855.81	17	3d ago
In-domain (test)	IBISAgent	IoU86.37	14	3d ago
KolektorSDD2 1.0 (test)	ADClick	AP94.9	14	3d ago
MVTec AD 1.0 (test)	ADClick	AP94.1	14	3d ago
COD10K	FocSAM-ViT-H	NoC@908.91	13	3d ago
MVTec	SimpleClick-ViT-H	NoC@9010.56	13	3d ago
BraTS 2015	Scribble-aware inference	User Interaction Time (min)9	12	3d ago
ECSSD LQ-1	GleSAM2++	IoU88	12	3d ago
ECSSD LQ-2	GleSAM2++	IoU0.857	12	3d ago
ECSSD LQ-3	GleSAM2++	IoU80.1	12	3d ago
PartImageNet (val)	GraCo	IoU@158	12	3d ago
PascalPart (test)	SAM	IoU@157	12	3d ago
DAVIS (test)	SimpleClick	IoU@178	12	3d ago
Berkeley (test)	SAM	IoU@190	12	3d ago
GrabCut (test)	SAM	IoU@194	12	3d ago
LoveDA (test)	MST	NoC (80%)5.3	12	3d ago
Semantic Boundaries Dataset (SBD) (test)	MFP	NoC @ 85%3.26	12	3d ago
COCO-Interactive (val)		mIoU (Point)74	11	3d ago
Computation Analysis	FocalClick-B0-S1	Parameters (MB) (Segmentor)3.72	11	3d ago

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