SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3651–3700 of 14763 papers

TitleStatusHype
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image SegmentationCode0
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentationCode0
UniRef++: Segment Every Reference Object in Spatial and Temporal SpacesCode2
PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic SegmentationCode1
Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning—0
WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Large-scale Natural EnvironmentsCode1
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models—0
Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentationCode2
SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image SegmentationCode1
Variance-insensitive and Target-preserving Mask Refinement for Interactive Image Segmentation—0
Harnessing Diffusion Models for Visual Perception with Meta PromptsCode1
SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument SegmentationCode1
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect SegmentationCode1
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly DetectionCode1
Weakly Supervised Semantic Segmentation for Driving ScenesCode1
TagAlign: Improving Vision-Language Alignment with Multi-Tag ClassificationCode1
BEVSeg2TP: Surround View Camera Bird's-Eye-View Based Joint Vehicle Segmentation and Ego Vehicle Trajectory Prediction—0
DVIS++: Improved Decoupled Framework for Universal Video SegmentationCode1
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision—0
FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology SegmentationCode0
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without TrainingCode1
Segment Anything Model Meets Image Harmonization—0
MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images—0
JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement—0
Multi-task Learning To Improve Semantic Segmentation Of CBCT Scans Using Image Reconstruction—0
Testing the Segment Anything Model on radiology data—0
Spectral Prompt Tuning:Unveiling Unseen Classes for Zero-Shot Semantic SegmentationCode1
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation NoiseCode1
Cached Transformers: Improving Transformers with Differentiable Memory CacheCode1
DDOS: The Drone Depth and Obstacle Segmentation Dataset—0
Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image SegmentationCode1
Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation—0
Rethinking LiDAR Domain Generalization: Single Source as Multiple Density DomainsCode0
MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of ConceptCode1
SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion ProcessCode2
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes—0
Active contours driven by local and global intensity fitting energy with application to SAR image segmentation and its fast solvers—0
The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and BenchmarkCode1
Mask Grounding for Referring Image SegmentationCode1
SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interactionCode1
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentationCode2
Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationCode1
Language-Assisted 3D Scene Understanding—0
SeeBel: Seeing is BelievingCode0
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud UnderstandingCode1
Collaborative Learning for Annotation-Efficient Volumetric MR Image Segmentation—0
Research on Multilingual Natural Scene Text Detection AlgorithmCode0
Appearance-Based Refinement for Object-Centric Motion Segmentation—0
PlaNet-S: Automatic Semantic Segmentation of Placenta—0
Semantic Segmentation Using Transfer Learning on Fisheye Images—0
Show:102550
← PrevPage 74 of 296Next →
All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified