SOTAVerified

Semantic Segmentation

Papers

Showing 76767700 of 14763 papers

TitleStatusHype
Continual Hippocampus Segmentation with TransformersCode1
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial ImagesCode1
GitNet: Geometric Prior-based Transformation for Birds-Eye-View Segmentation0
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic SegmentationCode1
Language-Grounded Indoor 3D Semantic Segmentation in the WildCode1
IOP-FL: Inside-Outside Personalization for Federated Medical Image SegmentationCode1
Y-Net: A Spatiospectral Dual-Encoder Networkfor Medical Image SegmentationCode1
ResT V2: Simpler, Faster and StrongerCode2
Transfer Learning for Instance Segmentation of Waste Bottles using Mask R-CNN Algorithm0
Invisible-to-Visible: Privacy-Aware Human Instance Segmentation using Airborne Ultrasound via Collaborative Learning Variational Autoencoder0
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic SegmentationCode2
Interactive Object Segmentation in 3D Point CloudsCode1
Cross-Image Relational Knowledge Distillation for Semantic SegmentationCode2
DeiT III: Revenge of the ViTCode1
RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage FrameworksCode1
PLGAN: Generative Adversarial Networks for Power-Line Segmentation in Aerial Images0
Neighborhood Attention TransformerCode2
Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation0
Unsupervised Deep Learning Meets Chan-Vese ModelCode0
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma0
Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT0
Deep Learning Model with GA based Feature Selection and Context Integration0
Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information0
Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral ImagesCode0
Adaptive Memory Management for Video Object SegmentationCode0
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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