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Semantic Segmentation

Papers

Showing 22512275 of 14763 papers

TitleStatusHype
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic ParsingCode1
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR DataCode1
Differentiable Soft-Masked AttentionCode1
DIDFuse: Deep Image Decomposition for Infrared and Visible Image FusionCode1
DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequencesCode1
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation ModelsCode1
CGA-Net: Category Guided Aggregation for Point Cloud Semantic SegmentationCode1
Vector Quantized Bayesian Neural Network Inference for Data StreamsCode1
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion modelsCode1
DilateFormer: Multi-Scale Dilated Transformer for Visual RecognitionCode1
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose EstimationCode1
DFormer: Diffusion-guided Transformer for Universal Image SegmentationCode1
DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature EnhancementCode1
Devil is in Channels: Contrastive Single Domain Generalization for Medical Image SegmentationCode1
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention NetworksCode1
DeVIS: Making Deformable Transformers Work for Video Instance SegmentationCode1
CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler AnnotationsCode1
DETRs with Hybrid MatchingCode1
DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion SegmentationCode1
D-Former: A U-shaped Dilated Transformer for 3D Medical Image SegmentationCode1
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic SegmentationCode1
ABANet: Attention boundary-aware network for image segmentationCode1
DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote SensingCode1
Detection and Retrieval of Out-of-Distribution Objects in Semantic 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