SOTAVerified

Semantic Segmentation

Papers

Showing 33013325 of 14763 papers

TitleStatusHype
Towards Explainable LiDAR Point Cloud Semantic Segmentation via Gradient Based Target LocalizationCode0
Key Patch Proposer: Key Patches Contain Rich InformationCode0
ReViT: Enhancing Vision Transformers Feature Diversity with Attention Residual ConnectionsCode1
Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation StrategiesCode1
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation ModelsCode1
A Decoding Scheme with Successive Aggregation of Multi-Level Features for Light-Weight Semantic Segmentation0
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation0
Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift0
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image SegmentationCode4
LSRFormer: Efficient Transformer Supply Convolutional Neural Networks with Global Information for Aerial Image SegmentationCode1
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images0
Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic ApproachCode0
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained RepresentationsCode1
A Comprehensive Review on Computer Vision Analysis of Aerial Data0
Robust semi-automatic vessel tracing in the human retinal image by an instance segmentation neural network0
Ising on the Graph: Task-specific Graph Subsampling via the Ising Model0
SAWEC: Sensing-Assisted Wireless Edge ComputingCode0
Lester: rotoscope animation through video object segmentation and trackingCode1
Is Continual Learning Ready for Real-world Challenges?0
MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud UnderstandingCode1
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time AdaptationCode1
Automated Plaque Detection and Agatston Score Estimation on Non-Contrast CT Scans: A Multicenter Study0
Reducing Texture Bias of Deep Neural Networks via Edge Enhancing DiffusionCode0
Moving Object Proposals with Deep Learned Optical Flow for Video Object Segmentation0
TDViT: Temporal Dilated Video Transformer for Dense Video TasksCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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