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Semantic Segmentation

Papers

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Showing 8601–8625 of 14763 papers

TitleStatusHype
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation—0
NSM4D: Neural Scene Model Based Online 4D Point Cloud Sequence Understanding—0
Thermal hand image segmentation for biometric recognition—0
The Robust Semantic Segmentation UNCV2023 Challenge Results—0
The Role of Context for Object Detection and Semantic Segmentation in the Wild—0
The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images—0
The Role of Recurrency in Image Segmentation for Noisy and Limited Sample Settings—0
The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics—0
The Runner-up Solution for YouTube-VIS Long Video Challenge 2022—0
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing—0
Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency—0
The Second Place Solution for ICCV2021 VIPriors Instance Segmentation Challenge—0
The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation—0
NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation—0
Novel class discovery meets foundation models for 3D semantic segmentation—0
The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation—0
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering—0
Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2—0
The Structured Abstain Problem and the Lovász Hinge—0
Not Using the Car to See the Sidewalk -- Quantifying and Controlling the Effects of Context in Classification and Segmentation—0
Weakly Supervised Segmentation by A Deep Geodesic Prior—0
The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes—0
Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach—0
The use of deep learning in image segmentation, classification and detection—0
The Vulnerability of Semantic Segmentation Networks to Adversarial Attacks in Autonomous Driving: Enhancing Extensive Environment Sensing—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