Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 26–50 of 255 papers

Title	Date	Tasks	Status	Hype
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images	Sep 4, 2023	Change DetectionInteractive Segmentation	CodeCode Available	2
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images	May 18, 2023	Active LearningDiagnostic	CodeCode Available	2
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers	Oct 20, 2022	Image SegmentationInteractive Segmentation	CodeCode Available	2
FocalClick: Towards Practical Interactive Image Segmentation	Apr 6, 2022	Image SegmentationInteractive Segmentation	CodeCode Available	2
Seg-Wild: Interactive Segmentation based on 3D Gaussian Splatting for Unconstrained Image Collections	Jul 10, 2025	Interactive SegmentationSegmentation	CodeCode Available	1
DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency	Apr 16, 2025	Few-Shot LearningInteractive Segmentation	CodeCode Available	1
MedicoSAM: Towards foundation models for medical image segmentation	Jan 20, 2025	Image SegmentationInteractive Segmentation	CodeCode Available	1
TSGaussian: Semantic and Depth-Guided Target-Specific Gaussian Splatting from Sparse Views	Dec 13, 2024	Interactive SegmentationNovel View Synthesis	CodeCode Available	1
RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation	Oct 15, 2024	BenchmarkingInteractive Segmentation	CodeCode Available	1
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation	Oct 13, 2024	AllBilevel Optimization	CodeCode Available	1
ClickAttention: Click Region Similarity Guided Interactive Segmentation	Aug 12, 2024	Interactive Segmentation	CodeCode Available	1
PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound	Aug 9, 2024	Interactive SegmentationPlacenta Segmentation	CodeCode Available	1
FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification	Jul 17, 2024	CPUDomain Adaptation	CodeCode Available	1
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images	Jul 10, 2024	Interactive SegmentationPlacenta Segmentation	CodeCode Available	1
HRSAM: Efficient Interactive Segmentation in High-Resolution Images	Jul 2, 2024	Data AugmentationGPU	CodeCode Available	1
FIRM: Flexible Interactive Reflection reMoval	Jun 3, 2024	Interactive SegmentationReflection Removal	CodeCode Available	1
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything	May 29, 2024	DecoderInteractive Segmentation	CodeCode Available	1
MFP: Making Full Use of Probability Maps for Interactive Image Segmentation	Apr 29, 2024	Image SegmentationInteractive Segmentation	CodeCode Available	1
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts	Apr 23, 2024	Interactive SegmentationPrompt Engineering	CodeCode Available	1
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
SAMBA: A Trainable Segmentation Web-App with Smart Labelling	Dec 7, 2023	Interactive SegmentationSegmentation	CodeCode Available	1
Sliding Window FastEdit: A Framework for Lesion Annotation in Whole-body PET Images	Nov 24, 2023	Interactive SegmentationSegmentation	CodeCode Available	1
TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-Shot	Aug 12, 2023	DiagnosticInteractive Segmentation	CodeCode Available	1
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation	Jun 11, 2023	Image SegmentationInteractive Segmentation	CodeCode Available	1

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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