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Semantic Segmentation

Papers

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Showing 1531–1540 of 14763 papers

TitleStatusHype
Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic SegmentationCode1
IPPON: Common Sense Guided Informative Path Planning for Object Goal Navigation—0
Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment—0
Cellpose+, a morphological analysis tool for feature extraction of stained cell imagesCode0
Progressive Curriculum Learning with Scale-Enhanced U-Net for Continuous Airway Segmentation—0
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks—0
Enhancing pretraining efficiency for medical image segmentation via transferability metricsCode0
Moving Object Segmentation in Point Cloud Data using Hidden Markov ModelsCode2
SFB-net for cardiac segmentation: Bridging the semantic gap with attention—0
Unsupervised semantic segmentation of urban high-density multispectral point clouds—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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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