SOTAVerified

Semantic Segmentation

Papers

Showing 57765800 of 14763 papers

TitleStatusHype
Dual skip connections in U-Net, ResUnet and U-Net3+ for remote extraction of buildingsCode0
Cross-Dimensional Refined Learning for Real-Time 3D Visual Perception from Monocular Video0
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation0
GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery0
Large Selective Kernel Network for Remote Sensing Object DetectionCode2
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid SegmentationCode0
Stochastic Segmentation with Conditional Categorical Diffusion ModelsCode1
Guided Slot Attention for Unsupervised Video Object SegmentationCode1
Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation0
Making Vision Transformers Efficient from A Token Sparsification ViewCode1
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
FastInst: A Simple Query-Based Model for Real-Time Instance SegmentationCode2
High-level Feature Guided Decoding for Semantic Segmentation0
BiFormer: Vision Transformer with Bi-Level Routing AttentionCode2
DeepMIM: Deep Supervision for Masked Image ModelingCode1
Panoptic One-Click Segmentation: Applied to Agricultural Data0
MSeg3D: Multi-modal 3D Semantic Segmentation for Autonomous DrivingCode1
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic SegmentationCode0
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance SegmentationCode1
Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB)Code0
DynaMask: Dynamic Mask Selection for Instance SegmentationCode1
LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing images0
HALOS: Hallucination-free Organ Segmentation after Organ Resection SurgeryCode0
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical ImagesCode0
A Simple Framework for Open-Vocabulary Segmentation and DetectionCode3
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified