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Semantic Segmentation

Papers

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Showing 7426–7450 of 14763 papers

TitleStatusHype
Mammogram Edge Detection Using Hybrid Soft Computing Methods—0
Fine-tuning vision foundation model for crack segmentation in civil infrastructures—0
Comparison of lidar semantic segmentation performance on the structured SemanticKITTI and off-road RELLIS-3D datasets—0
Fine-grained Synthesis of Unrestricted Adversarial Examples—0
Fine-Grained Semantic Segmentation of Motion Capture Data using Dilated Temporal Fully-Convolutional Networks—0
Comparison of Different Methods for Tissue Segmentation in Histopathological Whole-Slide Images—0
Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift—0
Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation—0
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization—0
Fine-grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images—0
Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning—0
Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures—0
M3Act: Learning from Synthetic Human Group Activities—0
Comparison of atlas-based and neural-network-based semantic segmentation for DENSE MRI images—0
As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks?—0
Fine-Grained Crowd Counting—0
Learning From Weakly Supervised Data by The Expectation Loss SVM (e-SVM) algorithm—0
Comparing YOLOv8 and Mask RCNN for object segmentation in complex orchard environments—0
Fine-grained building roof instance segmentation based on domain adapted pretraining and composite dual-backbone—0
Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment—0
Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation—0
MAMBO-NET: Multi-Causal Aware Modeling Backdoor-Intervention Optimization for Medical Image Segmentation Network—0
Visually Consistent Hierarchical Image Classification—0
MANet: Fine-Tuning Segment Anything Model for Multimodal Remote Sensing Semantic Segmentation—0
Find Your Own Way: Weakly-Supervised Segmentation of Path Proposals for Urban Autonomy—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