SOTAVerified

Semantic Segmentation

Papers

Showing 22762300 of 14763 papers

TitleStatusHype
Channel prior convolutional attention for medical image segmentationCode1
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion modelsCode1
Diffusion-based Data Augmentation for Nuclei Image SegmentationCode1
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR DataCode1
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
CARIS: Context-Augmented Referring Image SegmentationCode1
Dilated convolution with learnable spacingsCode1
DETRs with Hybrid MatchingCode1
D-Former: A U-shaped Dilated Transformer for 3D Medical Image SegmentationCode1
Channel-wise Knowledge Distillation for Dense PredictionCode1
Channel Exchanging Networks for Multimodal and Multitask Dense Image PredictionCode1
A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image DehazingCode1
Directional Deep Embedding and Appearance Learning for Fast Video Object SegmentationCode1
Dirichlet-based Uncertainty Calibration for Active Domain AdaptationCode1
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation ModelsCode1
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image SegmentationCode1
Disentangled Representations for Domain-generalized Cardiac SegmentationCode1
Disentangle then Parse:Night-time Semantic Segmentation with Illumination DisentanglementCode1
CARD: Semantic Segmentation with Efficient Class-Aware Regularized DecoderCode1
Disjoint Masking with Joint Distillation for Efficient Masked Image ModelingCode1
Cardiac Segmentation with Strong Anatomical GuaranteesCode1
A Deep Learning Approach to Teeth Segmentation and Orientation from Panoramic X-raysCode1
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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