SOTAVerified

Semantic Segmentation

Papers

Showing 22262250 of 14763 papers

TitleStatusHype
DifFSS: Diffusion Model for Few-Shot Semantic SegmentationCode1
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion modelsCode1
CenterMask : Real-Time Anchor-Free Instance SegmentationCode1
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing ImagesCode1
CGA-Net: Category Guided Aggregation for Point Cloud Semantic SegmentationCode1
Diffusion-based Data Augmentation for Nuclei Image SegmentationCode1
Dirichlet-based Uncertainty Calibration for Active Domain AdaptationCode1
Distribution-Aware Continual Test-Time Adaptation for Semantic SegmentationCode1
DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionCode1
DIDFuse: Deep Image Decomposition for Infrared and Visible Image FusionCode1
DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote SensingCode1
CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and ClassificationCode1
DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequencesCode1
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature EnhancementCode1
DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image SegmentationCode1
A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image DehazingCode1
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic SegmentationCode1
Vector Quantized Bayesian Neural Network Inference for Data StreamsCode1
Devil is in Channels: Contrastive Single Domain Generalization for Medical Image SegmentationCode1
DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion SegmentationCode1
DeVIS: Making Deformable Transformers Work for Video Instance SegmentationCode1
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR DataCode1
DETRs with Hybrid MatchingCode1
D-Former: A U-shaped Dilated Transformer for 3D Medical Image SegmentationCode1
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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