SOTAVerified

Semantic Segmentation

Papers

Showing 40264050 of 14763 papers

TitleStatusHype
Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface EstimationCode1
Diverse Branch Block: Building a Convolution as an Inception-like UnitCode1
Diverse Image Synthesis from Semantic Layouts via Conditional IMLECode1
Disjoint Masking with Joint Distillation for Efficient Masked Image ModelingCode1
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and ColonoscopyCode1
Boundary loss for highly unbalanced segmentationCode1
3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPWCode1
Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial LearningCode1
Bootstraping Clustering of Gaussians for View-consistent 3D Scene UnderstandingCode1
DivergentNets: Medical Image Segmentation by Network EnsembleCode1
Dissecting Self-Supervised Learning Methods for Surgical Computer VisionCode1
Distance Guided Channel Weighting for Semantic SegmentationCode1
NeRD: Neural Representation of Distribution for Medical Image SegmentationCode1
Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote SensingCode1
Boundary IoU: Improving Object-Centric Image Segmentation EvaluationCode1
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual GroupingCode1
Visiting the Invisible: Layer-by-Layer Completed Scene DecompositionCode1
Bootstrapping Semantic Segmentation with Regional ContrastCode1
Neural BootstrapperCode1
DIVA-DAF: A Deep Learning Framework for Historical Document Image AnalysisCode1
Neural Implicit Vision-Language Feature FieldsCode1
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale ApproachCode1
Visual Prompt Selection for In-Context Learning SegmentationCode1
Divergences in Color Perception between Deep Neural Networks and HumansCode1
Boundary Guided Context Aggregation for Semantic SegmentationCode1
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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