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Semantic Segmentation

Papers

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Showing 8926–8950 of 14763 papers

TitleStatusHype
LIVECell—A large-scale dataset for label-free live cell segmentationCode1
Hire-MLP: Vision MLP via Hierarchical RearrangementCode1
LUAI Challenge 2021 on Learning to Understand Aerial ImagesCode1
Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation—0
Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input—0
Robust Privacy-Preserving Motion Detection and Object Tracking in Encrypted Streaming Video—0
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation—0
Pseudo-mask Matters in Weakly-supervised Semantic SegmentationCode1
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth EstimationCode1
Single-Image Specular Highlight Removal via Real-World Dataset ConstructionCode1
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation—0
Learning Inner-Group Relations on Point CloudsCode1
CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation—0
ISNet: Integrate Image-Level and Semantic-Level Context for Semantic SegmentationCode1
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation—0
Ultrafast Focus Detection for Automated Microscopy—0
Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time TrainingCode1
Mining Contextual Information Beyond Image for Semantic SegmentationCode1
Re-using Adversarial Mask Discriminators for Test-time Training under Distribution ShiftsCode1
Shifted Chunk Transformer for Spatio-Temporal Representational Learning—0
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning—0
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum LearningCode0
LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision—0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic SegmentationCode0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified