SOTAVerified

Semantic Segmentation

Papers

Showing 23512375 of 14763 papers

TitleStatusHype
Medical Image Segmentation via Unsupervised Convolutional Neural NetworkCode1
Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic ImagesCode1
CenterMask : Real-Time Anchor-Free Instance SegmentationCode1
CenterMask: Real-Time Anchor-Free Instance SegmentationCode1
ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation TransformerCode1
CenterPoly: real-time instance segmentation using bounding polygonsCode1
AnyStar: Domain randomized universal star-convex 3D instance segmentationCode1
HRFormer: High-Resolution Transformer for Dense PredictionCode1
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With SupervoxelsCode1
A De-raining semantic segmentation network for real-time foreground segmentationCode1
Contour Proposal Networks for Biomedical Instance SegmentationCode1
Cerberus Transformer: Joint Semantic, Affordance and Attribute ParsingCode1
Cross-View Regularization for Domain Adaptive Panoptic SegmentationCode1
Cross-view Transformers for real-time Map-view Semantic SegmentationCode1
A One Stop 3D Target Reconstruction and multilevel Segmentation MethodCode1
HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight TransformersCode1
Grounding Everything: Emerging Localization Properties in Vision-Language TransformersCode1
CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking DetectionCode1
CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor SegmentationCode1
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic SegmentationCode1
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped WindowsCode1
DAAIN: Detection of Anomalous and Adversarial Input using Normalizing FlowsCode1
CEDNet: A Cascade Encoder-Decoder Network for Dense PredictionCode1
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image SegmentationCode1
GraSS: Contrastive Learning with Gradient Guided Sampling Strategy for Remote Sensing Image 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
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