SOTAVerified

Semantic Segmentation

Papers

Showing 55515575 of 14763 papers

TitleStatusHype
Scale-Equivariant UNet for Histopathology Image Segmentation0
Self-training with dual uncertainty for semi-supervised medical image segmentation0
Are Visual Recognition Models Robust to Image Compression?0
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation0
Agronav: Autonomous Navigation Framework for Agricultural Robots and Vehicles using Semantic Segmentation and Semantic Line DetectionCode1
Exploring Effective Factors for Improving Visual In-Context LearningCode1
Can SAM Segment Anything? When SAM Meets Camouflaged Object DetectionCode1
CherryPicker: Semantic Skeletonization and Topological Reconstruction of Cherry TreesCode2
Instance Neural Radiance FieldCode1
Federated Incremental Semantic SegmentationCode1
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image SegmentationCode1
Ambiguous Medical Image Segmentation using Diffusion ModelsCode2
ADS_UNet: A Nested UNet for Histopathology Image Segmentation0
ForamViT-GAN: Exploring New Paradigms in Deep Learning for Micropaleontological Image Analysis0
CLVOS23: A Long Video Object Segmentation Dataset for Continual LearningCode0
Self-Supervised Learning of Object Segmentation from Unlabeled RGB-D Videos0
Transformer Utilization in Medical Image Segmentation Networks0
Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging0
On the dice loss gradient and the ways to mimic it0
Marginal Thresholding in Noisy Image Segmentation0
Polygonizer: An auto-regressive building delineator0
MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation0
Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse DataCode1
Co-attention Propagation Network for Zero-Shot Video Object SegmentationCode0
Microstructural segmentation using a union of attention guided U-Net models with different color transformed imagesCode0
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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