SOTAVerified

Semantic Segmentation

Papers

Showing 66016625 of 14763 papers

TitleStatusHype
Hypergraph Convolutional Network based Weakly Supervised Point Cloud Semantic Segmentation with Scene-Level Annotations0
CircleSnake: Instance Segmentation with Circle RepresentationCode0
MFNet: Multi-Feature Fusion Network for Real-Time Semantic Segmentation in Road ScenesCode0
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic ModelCode3
Deep Learning for Global Wildfire Forecasting0
Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation0
Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation0
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentationCode1
Two-Level Temporal Relation Model for Online Video Instance SegmentationCode0
SL3D: Self-supervised-Self-labeled 3D RecognitionCode0
Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation0
Saliency Can Be All You Need In Contrastive Self-Supervised Learning0
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion SegmentationCode1
Semantic-SuPer: A Semantic-aware Surgical Perception Framework for Endoscopic Tissue Identification, Reconstruction, and TrackingCode1
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernelsCode0
Improving Hyperspectral Adversarial Robustness Under Multiple Attacks0
Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasksCode1
Grafting Vision Transformers0
Localized Randomized Smoothing for Collective Robustness Certification0
Object Segmentation of Cluttered Airborne LiDAR Point CloudsCode1
Weakly Supervised Semantic Segmentation of Echocardiography Videos via Multi-level Features Selection0
Layout Aware Inpainting for Automated Furniture Removal in Indoor Scenes0
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation0
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image SegmentationCode0
Class Based Thresholding in Early Exit Semantic Segmentation Networks0
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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