SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 14763 papers

TitleStatusHype
A Semantic Change Detection Network Based on Boundary Detection and Task Interaction for High-Resolution Remote Sensing ImagesCode1
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization—0
ADD-SLAM: Adaptive Dynamic Dense SLAM with Gaussian Splatting—0
LlamaSeg: Image Segmentation via Autoregressive Mask Generation—0
Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System CollaborationCode2
The Missing Point in Vision Transformers for Universal Image SegmentationCode2
Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation—0
What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation—0
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image SegmentationCode1
A fully automated urban PV parameterization framework for improved estimation of energy production profiles—0
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model—0
LLM-Guided Taxonomy and Hierarchical Uncertainty for 3D Point CLoud Active Learning—0
A Joint Learning Framework with Feature Reconstruction and Prediction for Incomplete Satellite Image Time Series in Agricultural Semantic SegmentationCode0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
SPARS: Self-Play Adversarial Reinforcement Learning for Segmentation of Liver TumoursCode0
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image SegmentationCode0
TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image SegmentationCode0
ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of ThoughtsCode0
MSLAU-Net: A Hybird CNN-Transformer Network for Medical Image SegmentationCode1
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation—0
SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond ClassificationCode0
REN: Fast and Efficient Region Encodings from Patch-Based Image EncodersCode1
CENet: Context Enhancement Network for Medical Image SegmentationCode1
OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual ReasoningCode1
NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to VerificationCode5
BadDepth: Backdoor Attacks Against Monocular Depth Estimation in the Physical World—0
Detailed Evaluation of Modern Machine Learning Approaches for Optic Plastics Sorting—0
Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image SegmentationCode1
Style Transfer with Diffusion Models for Synthetic-to-Real Domain AdaptationCode1
Sketchy Bounding-box Supervision for 3D Instance SegmentationCode1
Auto-nnU-Net: Towards Automated Medical Image SegmentationCode0
TextureSAM: Towards a Texture Aware Foundation Model for Segmentation—0
Efficient Prototype Consistency Learning in Medical Image Segmentation via Joint Uncertainty and Data Augmentation—0
Deep mineralogical segmentation of thin section images based on QEMSCAN mapsCode0
RE-TRIP : Reflectivity Instance Augmented Triangle Descriptor for 3D Place RecognitionCode1
TAGS: 3D Tumor-Adaptive Guidance for SAM—0
P3Net: Progressive and Periodic Perturbation for Semi-Supervised Medical Image Segmentation—0
Spectral-Aware Global Fusion for RGB-Thermal Semantic Segmentation—0
gen2seg: Generative Models Enable Generalizable Instance Segmentation—0
SAMA-UNet: Enhancing Medical Image Segmentation with Self-Adaptive Mamba-Like Attention and Causal-Resonance LearningCode1
Zero-Shot Gaze-based Volumetric Medical Image Segmentation—0
seg_3D_by_PC2D: Multi-View Projection for Domain Generalization and Adaptation in 3D Semantic SegmentationCode0
UWSAM: Segment Anything Model Guided Underwater Instance Segmentation and A Large-scale Benchmark DatasetCode1
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation—0
VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation—0
Scan, Materialize, Simulate: A Generalizable Framework for Physically Grounded Robot Planning—0
TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation—0
LOD1 3D City Model from LiDAR: The Impact of Segmentation Accuracy on Quality of Urban 3D Modeling and Morphology ExtractionCode0
Scaling Vision Mamba Across Resolutions via Fractal Traversal—0
ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains—0
Show:102550
← PrevPage 5 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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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