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Semantic Segmentation

Papers

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Showing 8126–8150 of 14763 papers

TitleStatusHype
MaskPlus: Improving Mask Generation for Instance Segmentation—0
Integrated Inference and Learning of Neural Factors in Structural Support Vector Machines—0
Deep Consensus Learning—0
Autonomous Hiking Trail Navigation via Semantic Segmentation and Geometric Analysis—0
MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation—0
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation—0
Integrated Deep and Shallow Networks for Salient Object Detection—0
Deep Conditional Shape Models for 3D cardiac image segmentation—0
Deep Compatible Learning for Partially-Supervised Medical Image Segmentation—0
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks—0
INSTA-YOLO: Real-Time Instance Segmentation—0
Autonomous Driving in Reality with Reinforcement Learning and Image Translation—0
Autonomous crater detection on asteroids using a fully-convolutional neural network—0
All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning—0
Active Label Refinement for Semantic Segmentation of Satellite Images—0
Instant Domain Augmentation for LiDAR Semantic Segmentation—0
MaskUno: Switch-Split Block For Enhancing Instance Segmentation—0
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation—0
Instance-Specific Feature Propagation for Referring Segmentation—0
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation—0
Instance-sensitive Fully Convolutional Networks—0
Deep Classification Network for Monocular Depth Estimation—0
Automotive Parts Assessment: Applying Real-time Instance-Segmentation Models to Identify Vehicle Parts—0
Instance Segmentation XXL-CT Challenge of a Historic Airplane—0
Instance segmentation with the number of clusters incorporated in embedding learning—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