SOTAVerified

Semantic Segmentation

Papers

Showing 12011225 of 14763 papers

TitleStatusHype
A Generalized Framework for Video Instance SegmentationCode1
DilateFormer: Multi-Scale Dilated Transformer for Visual RecognitionCode1
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationCode1
CamSAM2: Segment Anything Accurately in Camouflaged VideosCode1
A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and AnalysisCode1
Digital Twin Tracking Dataset (DTTD): A New RGB+Depth 3D Dataset for Longer-Range Object Tracking ApplicationsCode1
Camouflaged Object Segmentation with Distraction MiningCode1
Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art MethodsCode1
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor SceneCode1
Dilated convolution with learnable spacingsCode1
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trialCode1
DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic SegmentationCode1
3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous DrivingCode1
BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen VideosCode1
CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion ModelsCode1
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image SegmentationCode1
Distance Guided Channel Weighting for Semantic SegmentationCode1
Diffusion for Out-of-Distribution Detection on Road Scenes and BeyondCode1
A Comparative Evaluation of Deep Learning Techniques for Photovoltaic Panel Detection from Aerial ImagesCode1
Diffusion Model as Representation LearnerCode1
CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance SegmentationCode1
Calibrated Adversarial Refinement for Stochastic Semantic SegmentationCode1
Diffusion Features to Bridge Domain Gap for Semantic SegmentationCode1
Diffusion Model is Secretly a Training-free Open Vocabulary Semantic SegmenterCode1
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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