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Semantic Segmentation

Papers

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Showing 2611–2620 of 14763 papers

TitleStatusHype
DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking—0
Zero-Shot Video Semantic Segmentation based on Pre-Trained Diffusion ModelsCode2
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering—0
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform RegressionCode1
Collective Perception Datasets for Autonomous Driving: A Comprehensive Review—0
A re-calibration method for object detection with multi-modal alignment bias in autonomous driving—0
A Comparative Study on Multi-task Uncertainty Quantification in Semantic Segmentation and Monocular Depth Estimation—0
Memorize What Matters: Emergent Scene Decomposition from MultitraverseCode2
An Enhanced Encoder-Decoder Network Architecture for Reducing Information Loss in Image 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