SOTAVerified|Agents Browse Leaderboard About Blog

Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1791–1800 of 14763 papers

Title	Date	Tasks	Status	Hype
Robot Manipulation in Salient Vision through Referring Image Segmentation and Geometric Constraints	Sep 17, 2024	DecoderImage Segmentation	—Unverified	0
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning	Sep 17, 2024	Graph AttentionImage Segmentation	—Unverified	0
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping	Sep 17, 2024	DecoderFew-Shot Semantic Segmentation	CodeCode Available	1
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation	Sep 17, 2024	Cell SegmentationImage Segmentation	CodeCode Available	1
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark	Sep 17, 2024	Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation	CodeCode Available	1
Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks	Sep 17, 2024	PredictionSemantic Segmentation	CodeCode Available	0
HS3-Bench: A Benchmark and Strong Baseline for Hyperspectral Semantic Segmentation in Driving Scenarios	Sep 17, 2024	Autonomous DrivingHyperspectral Image Segmentation	CodeCode Available	1
MetaFormer and CNN Hybrid Model for Polyp Image Segmentation	Sep 16, 2024	BenchmarkingImage Segmentation	CodeCode Available	1
Are Deep Learning Models Robust to Partial Object Occlusion in Visual Recognition Tasks?	Sep 16, 2024	Data Augmentationimage-classification	—Unverified	0
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration	Sep 16, 2024	Contrastive LearningImage Segmentation	CodeCode Available	0

Show:10 25 50

← PrevPage 180 of 1477Next →

All datasets ADE20K NYU-Depth V2 Cityscapes test Cityscapes val ADE20K val PASCAL Context S3DIS Area5 PASCAL VOC 2012 test S3DIS ScanNet SUN-RGBD DensePASS

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	InternImage-H (M3I Pre-training)	Params (M)	1,310	—	Unverified
2	ViT-P (InternImage-H)	Validation mIoU	63.6	—	Unverified
3	ONE-PEACE	Validation mIoU	63	—	Unverified
4	InternImage-H	Validation mIoU	62.9	—	Unverified
5	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
6	BEiT-3	Validation mIoU	62.8	—	Unverified
7	EVA	Validation mIoU	62.3	—	Unverified
8	ViT-P (OneFormer, InternImage-H)	Validation mIoU	61.6	—	Unverified
9	ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)	Validation mIoU	61.5	—	Unverified
10	FD-SwinV2-G	Validation mIoU	61.4	—	Unverified