SOTAVerified

Semantic Segmentation

Papers

Showing 24012425 of 14763 papers

TitleStatusHype
Convex Hull-based Algebraic Constraint for Visual Quadric SLAMCode1
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing AttentionCode1
Unified Domain Adaptive Semantic SegmentationCode1
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure NetworkCode1
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation ModelsCode1
Data Augmentation-free Unsupervised Learning for 3D Point Cloud UnderstandingCode1
CAR: Class-aware Regularizations for Semantic SegmentationCode1
DATA: Domain-Aware and Task-Aware Self-supervised LearningCode1
Conv2Former: A Simple Transformer-Style ConvNet for Visual RecognitionCode1
Dataset Enhancement with Instance-Level AugmentationsCode1
HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT ScansCode1
CHEX: CHannel EXploration for CNN Model CompressionCode1
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray SegmentationCode1
Data-Free Quantization Through Weight Equalization and Bias CorrectionCode1
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic SegmentationCode1
Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical StructuresCode1
CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic SurgeryCode1
Contrastive Transformation for Self-supervised Correspondence LearningCode1
DB-SAM: Delving into High Quality Universal Medical Image SegmentationCode1
DCT-Mask: Discrete Cosine Transform Mask Representation for Instance SegmentationCode1
DC-SAM: In-Context Segment Anything in Images and Videos via Dual ConsistencyCode1
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image SegmentationCode1
HEAL-SWIN: A Vision Transformer On The SphereCode1
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 ChallengesCode1
Capturing Omni-Range Context for Omnidirectional 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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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