Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 76–100 of 255 papers

Title	Date	Tasks	Status	Hype
FIRM: Flexible Interactive Reflection reMoval	Jun 3, 2024	Interactive SegmentationReflection Removal	CodeCode Available	1
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models	May 29, 2024	3D Instance Segmentation3D Semantic Segmentation	—Unverified	0
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything	May 29, 2024	DecoderInteractive Segmentation	CodeCode Available	1
Structured Click Control in Transformer-based Interactive Segmentation	May 7, 2024	Interactive SegmentationSegmentation	CodeCode Available	0
GraCo: Granularity-Controllable Interactive Segmentation	May 1, 2024	Interactive SegmentationSegmentation	CodeCode Available	2
Clicks2Line: Using Lines for Interactive Image Segmentation	Apr 29, 2024	Image SegmentationInteractive Segmentation	—Unverified	0
MFP: Making Full Use of Probability Maps for Interactive Image Segmentation	Apr 29, 2024	Image SegmentationInteractive Segmentation	CodeCode Available	1
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain	Apr 24, 2024	Experimental DesignImage Segmentation	—Unverified	0
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts	Apr 23, 2024	Interactive SegmentationPrompt Engineering	CodeCode Available	1
Adapting the Segment Anything Model During Usage in Novel Situations	Apr 12, 2024	Interactive SegmentationObject	—Unverified	0
iSeg: Interactive 3D Segmentation via Interactive Attention	Apr 4, 2024	Interactive SegmentationSegmentation	—Unverified	0
Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods	Apr 2, 2024	Interactive SegmentationSegmentation	—Unverified	0
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts	Mar 31, 2024	Image SegmentationInteractive Segmentation	CodeCode Available	2
Clustering Propagation for Universal Medical Image Segmentation	Mar 25, 2024	ClusteringImage Segmentation	CodeCode Available	1
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans	Mar 22, 2024	GPUImage Segmentation	CodeCode Available	1
IFSENet : Harnessing Sparse Iterations for Interactive Few-shot Segmentation Excellence	Mar 22, 2024	Interactive SegmentationSegmentation	—Unverified	0
Leveraging AI Predicted and Expert Revised Annotations in Interactive Segmentation: Continual Tuning or Full Training?	Feb 29, 2024	Interactive Segmentation	CodeCode Available	0
QIS : Interactive Segmentation via Quasi-Conformal Mappings	Feb 22, 2024	Image SegmentationInteractive Segmentation	—Unverified	0
Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning	Feb 12, 2024	Interactive SegmentationSegmentation	—Unverified	0
TETRIS: Towards Exploring the Robustness of Interactive Segmentation	Feb 9, 2024	Adversarial AttackAdversarial Robustness	—Unverified	0
OMG-Seg: Is One Model Good Enough For All Segmentation?	Jan 18, 2024	AllDecoder	CodeCode Available	5
RAP-SAM: Towards Real-Time All-Purpose Segment Anything	Jan 18, 2024	AllDecoder	CodeCode Available	3
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting	Jan 18, 2024	Instance SegmentationInteractive Segmentation	CodeCode Available	2
MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation	Jan 9, 2024	BenchmarkingInteractive Segmentation	CodeCode Available	0
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively	Jan 5, 2024	image-classificationImage Classification	CodeCode Available	5

Show:10 25 50

← PrevPage 4 of 11Next →

All datasets GrabCut DAVIS Berkeley SBD DAVIS-585 PASCAL VOC Rooftop Cityscapes val COCO (Common Objects in Context)COCO minival DRIONS-DB PASCAL2COCO(Unseen)

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DOS w/o GC	NoC@90	12.59	—	Unverified
2	DOS with GC	NoC@90	6.08	—	Unverified
3	RIS-Net	NoC@90	5	—	Unverified
4	Latent diversity	NoC@90	4.79	—	Unverified
5	BRS	NoC@90	3.6	—	Unverified
6	CM guidance	NoC@90	3.58	—	Unverified
7	IA+SA	NoC@90	3.07	—	Unverified
8	UCP-Net	NoC@90	2.76	—	Unverified
9	f-BRS-B (ResNet-34)	NoC@90	2.46	—	Unverified
10	RITM (HRNet18, SBD)	NoC@90	2.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DOS w/o GC	NoC@90	17.11	—	Unverified
2	DOS with GC	NoC@90	12.58	—	Unverified
3	Latent diversity	NoC@90	9.57	—	Unverified
4	BRS	NoC@90	8.24	—	Unverified
5	f-BRS-B (ResNet-101)	NoC@90	7.41	—	Unverified
6	EdgeFlow	NoC@90	5.77	—	Unverified
7	RITM (HRNet18, SBD)	NoC@90	5.74	—	Unverified
8	SimpleClick (ViT-H, SBD)	NoC@90	5.34	—	Unverified
9	RITM (HRNet-32, C+L)	NoC@90	5.34	—	Unverified
10	IA-FP-Net	NoC@90	5.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CM guidance	NoC@90	5.6	—	Unverified
2	BRS	NoC@90	5.08	—	Unverified
3	IA+SA	NoC@90	4.94	—	Unverified
4	f-BRS-B (ResNet-50)	NoC@90	4.34	—	Unverified
5	RITM (HRNet18, SBD)	NoC@90	3.22	—	Unverified
6	UCP-Net	NoC@90	2.7	—	Unverified
7	EdgeFlow	NoC@90	2.4	—	Unverified
8	RITM (HRNet18, C+L)	NoC@90	2.26	—	Unverified
9	IA-FP-Net(HRNet, C+L)	NoC@90	2.12	—	Unverified
10	SimpleClick (ViT-H, SBD)	NoC@90	2.09	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DOS w/o GC	NoC@90	16.79	—	Unverified
2	DOS with GC	NoC@90	12.8	—	Unverified
3	Latent diversity	NoC@90	10.78	—	Unverified
4	BRS	NoC@90	9.78	—	Unverified
5	f-BRS-B (ResNet-101)	NoC@90	7.73	—	Unverified
6	RIS-Net	NoC@85	6.03	—	Unverified
7	FocalClick	NoC@90	5.59	—	Unverified
8	RITM (HRNet18, SBD)	NoC@90	5.43	—	Unverified
9	FocusCut	NoC@90	5.31	—	Unverified
10	IA-FP-Net(HRNet,SBD)	NoC@90	5.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FocalClick-B3-S2	NoC@90	2.76	—	Unverified
2	ViT-B+MST+CL	NoC@90	2.29	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EdgeFlow	NoC@85	2.5	—	Unverified
2	ICL CFR-1 (ViT-H, C+L)	NoC@95	2.45	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	94	—	Unverified
2	IA+SA	NoC@80	3.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	83.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	85.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ViT-B+MST+CL	NoC@85	2.08	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IA+SA	NoC@90	3.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ViT-B+MST+CL	NoC@85	1.69	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	83.7	—	Unverified