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Semantic Segmentation

Papers

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Showing 9601–9625 of 14763 papers

TitleStatusHype
Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection—0
Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing—0
No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather—0
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation—0
Not Using the Car to See the Sidewalk -- Quantifying and Controlling the Effects of Context in Classification and Segmentation—0
Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2—0
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering—0
Novel class discovery meets foundation models for 3D semantic segmentation—0
NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation—0
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing—0
NSM4D: Neural Scene Model Based Online 4D Point Cloud Sequence Understanding—0
Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework—0
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review—0
Nuclei Instance Segmentation of Cryosectioned H&E Stained Histological Images using Triple U-Net Architecture—0
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation—0
Nuclei Segmentation In Microscope Cell Images: A Hand-Segmented Dataset And Comparison Of Algorithms—0
NuClick: From Clicks in the Nuclei to Nuclear Boundaries—0
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation—0
NudgeSeg: Zero-Shot Object Segmentation by Repeated Physical Interaction—0
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation—0
NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks—0
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts—0
NVSMask3D: Hard Visual Prompting with Camera Pose Interpolation for 3D Open Vocabulary Instance Segmentation—0
O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation—0
OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic 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