SOTAVerified

Semantic Segmentation

Papers

Showing 1037610400 of 14763 papers

TitleStatusHype
Multi Receptive Field Network for Semantic Segmentation0
SeekNet: Improved Human Instance Segmentation and Tracking via Reinforcement Learning Based Optimized Robot Relocation0
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain RepresentationsCode1
MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud SegmentationCode0
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey0
GndNet: Fast Ground Plane Estimation and Point Cloud Segmentation for Autonomous VehiclesCode1
Efficient Medical Image Segmentation with Intermediate Supervision Mechanism0
w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution0
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep LearningCode1
Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI0
Lung Segmentation in Chest X-rays with Res-CR-Net0
Efficient RGB-D Semantic Segmentation for Indoor Scene AnalysisCode1
LULC classification by semantic segmentation of satellite images using FastFCN0
Learning to Segment Dynamic Objects using SLAM Outliers0
A comparative study of semi- and self-supervised semantic segmentation of biomedical microscopy data0
Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning0
Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images0
Scribble-Supervised Semantic Segmentation by Random Walk on Neural Representation and Self-Supervision on Neural EigenspaceCode0
Self-supervised Segmentation via Background Inpainting0
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR ImagesCode1
Deep Multimodal Fusion by Channel ExchangingCode1
After All, Only The Last Neuron Matters: Comparing Multi-modal Fusion Functions for Scene Graph GenerationCode0
EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN ScenesCode0
Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic SegmentationCode1
TTVOS: Lightweight Video Object Segmentation with Adaptive Template Attention Module and Temporal Consistency LossCode1
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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