SOTAVerified

Semantic Segmentation

Papers

Showing 85768600 of 14763 papers

TitleStatusHype
The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes0
NuClick: From Clicks in the Nuclei to Nuclear Boundaries0
The Marine Debris Forward-Looking Sonar Datasets0
Nuclei Segmentation In Microscope Cell Images: A Hand-Segmented Dataset And Comparison Of Algorithms0
The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features0
The MIS Check-Dam Dataset for Object Detection and Instance Segmentation Tasks0
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation0
The most general manner to injectively align true and predicted segments0
Nuclei Instance Segmentation of Cryosectioned H&E Stained Histological Images using Triple U-Net Architecture0
Minimum Class Confusion based Transfer for Land Cover Segmentation in Rural and Urban Regions0
Weakly supervised pan-cancer segmentation tool0
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review0
Morphology Edge Attention Network and Optimal Geometric Matching Connection model for vascular segmentation0
Theoretical Analysis of Active Contours on Graphs0
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery0
The ParallelEye Dataset: Constructing Large-Scale Artificial Scenes for Traffic Vision Research0
The Performance of Deep U-Net Pre-Clinical Organ-wise Segmentation in the Presence of Low Counting Statistics.0
Minimizing Labeled, Maximizing Unlabeled: An Image-Driven Approach for Video Instance Segmentation0
The Potential of Visual ChatGPT For Remote Sensing0
The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation0
Weakly Supervised Point Clouds Transformer for 3D Object Detection0
The RaspGrade Dataset: Towards Automatic Raspberry Ripeness Grading with Deep Learning0
The Regularizing Effect of Different Output Layer Designs in Deep Neural Networks0
Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation0
Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework0
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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