SOTAVerified

Semantic Segmentation

Papers

Showing 87518775 of 14763 papers

TitleStatusHype
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans0
Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers0
Towards Automated Post-Earthquake Inspections with Deep Learning-based Condition-Aware Models0
Towards Automated Semantic Segmentation in Mammography Images0
Towards Automatic Annotation for Semantic Segmentation in Drone Videos0
Towards Autonomous Driving: a Multi-Modal 360^ Perception Proposal0
Weakly Supervised Semantic Segmentation of Satellite Images0
Neuroevolution of Self-Attention Over Proto-Objects0
Towards Bounding-Box Free Panoptic Segmentation0
Towards Bridging Semantic Gap to Improve Semantic Segmentation0
Microvasculature Segmentation in Human BioMolecular Atlas Program (HuBMAP)0
Towards Clinician-Preferred Segmentation: Leveraging Human-in-the-Loop for Test Time Adaptation in Medical Image Segmentation0
Towards Closing the Gap in Weakly Supervised Semantic Segmentation with DCNNs: Combining Local and Global Models0
Towards Comparable Knowledge Distillation in Semantic Image Segmentation0
Towards Complex-query Referring Image Segmentation: A Novel Benchmark0
Towards Comprehensive Representation Enhancement in Semantics-guided Self-supervised Monocular Depth Estimation0
NeurNCD: Novel Class Discovery via Implicit Neural Representation0
Towards Continual Universal Segmentation0
Towards Continuous Domain adaptation for Healthcare0
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation0
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation0
Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke0
Neural World Models for Computer Vision0
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation0
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods0
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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