SOTAVerified

Semantic Segmentation

Papers

Showing 34513460 of 14763 papers

TitleStatusHype
An Automated Real-Time Approach for Image Processing and Segmentation of Fluoroscopic Images and Videos Using a Single Deep Learning Network0
Explore Synergistic Interaction Across Frames for Interactive Video Object Segmentation0
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision TransformerCode0
MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under UncertaintyCode1
Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images0
Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels0
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural CalibrationCode2
CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-AttentionCode1
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge0
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified