SOTAVerified

Semantic Segmentation

Papers

Showing 56765700 of 14763 papers

TitleStatusHype
Vision Transformer with Quadrangle AttentionCode2
Universal Few-shot Learning of Dense Prediction Tasks with Visual Token MatchingCode2
You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene UnderstandingCode1
You Only Segment Once: Towards Real-Time Panoptic SegmentationCode2
VisDA 2022 Challenge: Domain Adaptation for Industrial Waste SortingCode1
BoxVIS: Video Instance Segmentation with Box AnnotationsCode1
A Contrastive Learning Scheme with Transformer Innate PatchesCode0
Hierarchical Dense Correlation Distillation for Few-Shot SegmentationCode1
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning ParadigmCode1
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation0
Instant Domain Augmentation for LiDAR Semantic Segmentation0
Reliability-Hierarchical Memory Network for Scribble-Supervised Video Object SegmentationCode1
MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging VideosCode1
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA)0
ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud UnderstandingCode1
MultiTalent: A Multi-Dataset Approach to Medical Image SegmentationCode1
UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes0
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic SegmentationCode0
SUDS: Scalable Urban Dynamic Scenes0
OVeNet: Offset Vector Network for Semantic SegmentationCode0
IFSeg: Image-free Semantic Segmentation via Vision-Language ModelCode1
DoNet: Deep De-overlapping Network for Cytology Instance SegmentationCode1
PeakNet: An Autonomous Bragg Peak Finder with Deep Neural Networks0
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning0
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather ConditionsCode0
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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