SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5001–5050 of 14763 papers

TitleStatusHype
Leverage Cross-Attention for End-to-End Open-Vocabulary Panoptic Reconstruction—0
Boosting the Dual-Stream Architecture in Ultra-High Resolution Segmentation with Resolution-Biased Uncertainty EstimationCode0
FFR: Frequency Feature Rectification for Weakly Supervised Semantic SegmentationCode0
The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image Segmentation—0
SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation—0
Universal Domain Adaptation for Semantic SegmentationCode0
Towards Continual Universal Segmentation—0
SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning—0
beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation—0
DefMamba: Deformable Visual State Space Model—0
Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline—0
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation—0
Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSPCode0
Decoupled Motion Expression Video Segmentation—0
De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation—0
VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models—0
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation—0
Star with Bilinear Mapping—0
Minimizing Labeled, Maximizing Unlabeled: An Image-Driven Approach for Video Instance Segmentation—0
Scaling up Image Segmentation across Data and Tasks—0
WISNet: Pseudo Label Generation on Unbalanced and Patch Annotated Waste Images—0
Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation—0
Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity—0
Weakly Supervised Semantic Segmentation via Progressive Confidence Region ExpansionCode0
Mamba-Reg: Vision Mamba Also Needs Registers—0
Perceptual Inductive Bias Is What You Need Before Contrastive Learning—0
Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature SpaceCode0
CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation—0
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation—0
UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery—0
Generative Map Priors for Collaborative BEV Semantic Segmentation—0
Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space—0
Advancing Manga Analysis: Comprehensive Segmentation Annotations for the Manga109 Dataset—0
Insightful Instance Features for 3D Instance Segmentation—0
Higher-Order Ratio Cycles for Fast and Globally Optimal Shape MatchingCode0
PolarNeXt: Rethink Instance Segmentation with Polar Representation—0
Semantic and Sequential Alignment for Referring Video Object Segmentation—0
EntitySAM: Segment Everything in Video—0
Take the Bull by the Horns: Learning to Segment Hard SamplesCode0
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation—0
Multi-Modal Contrastive Masked Autoencoders: A Two-Stage Progressive Pre-training Approach for RGBD Datasets—0
Scale-wise Bidirectional Alignment Network for Referring Remote Sensing Image Segmentation—0
Efficient Decoupled Feature 3D Gaussian Splatting via Hierarchical Compression—0
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation—0
Camouflage Anything: Learning to Hide using Controlled Out-painting and Representation Engineering—0
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels—0
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation—0
Multi-Label Prototype Visual Spatial Search for Weakly Supervised Semantic Segmentation—0
Dual Semantic Guidance for Open Vocabulary Semantic Segmentation—0
DTOS: Dynamic Time Object Sensing with Large Multimodal ModelCode0
Show:102550
← PrevPage 101 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