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Semantic Segmentation

Papers

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Showing 4576–4600 of 14763 papers

TitleStatusHype
Dense Transformer Networks for Brain Electron Microscopy Image Segmentation—0
Beyond mAP: Towards better evaluation of instance segmentation—0
Adapting SAM for Volumetric X-Ray Data-sets of Arbitrary Sizes—0
Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds—0
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs—0
Dense Semantic Image Segmentation with Objects and Attributes—0
Dense Semantic Contrast for Self-Supervised Visual Representation Learning—0
Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization—0
A multitask deep learning model for real-time deployment in embedded systems—0
FPGA based Parallelized Architecture of Efficient Graph based Image Segmentation Algorithm—0
Dense Self-Supervised Learning for Medical Image Segmentation—0
Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models—0
Dense RGB-D semantic mapping with Pixel-Voxel neural network—0
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild—0
FoxInst: A Frustratingly Simple Baseline for Weakly Few-shot Instance Segmentation—0
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild—0
Dense Prediction with Attentive Feature Aggregation—0
Beyond Grids: Learning Graph Representations for Visual Recognition—0
Beyond Forward Shortcuts: Fully Convolutional Master-Slave Networks (MSNets) with Backward Skip Connections for Semantic Segmentation—0
DCD: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber View—0
FPCD: An Open Aerial VHR Dataset for Farm Pond Change Detection—0
Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid—0
A Multi-Stage Multi-Task Neural Network for Aerial Scene Interpretation and Geolocalization—0
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation—0
Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation—0
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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