SOTAVerified

Semantic Segmentation

Papers

Showing 16761700 of 14763 papers

TitleStatusHype
Algorithm-hardware Co-design for Deformable ConvolutionCode1
Active Boundary Loss for Semantic SegmentationCode1
Form2Seq : A Framework for Higher-Order Form Structure ExtractionCode1
Deformable Kernel Networks for Joint Image FilteringCode1
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image SegmentationCode1
FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud SegmentationCode1
Deep learning based geometric registration for medical images: How accurate can we get without visual features?Code1
Adversarial Examples for Semantic Segmentation and Object DetectionCode1
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation ModelsCode1
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual PerceptionCode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic SegmentationCode1
Frequency-mixed Single-source Domain Generalization for Medical Image SegmentationCode1
Deep Learning based Food Instance Segmentation using Synthetic DataCode1
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic SegmentationCode1
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?Code1
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud EncoderCode1
AlignSeg: Feature-Aligned Segmentation NetworksCode1
Deep learning for radar data exploitation of autonomous vehicleCode1
A Hierarchical Probabilistic U-Net for Modeling Multi-Scale AmbiguitiesCode1
BlendMask: Top-Down Meets Bottom-Up for Instance SegmentationCode1
Deep Label Distribution Learning with Label AmbiguityCode1
Fully Automated Scan-to-BIM Via Point Cloud Instance SegmentationCode1
Fully Convolutional Open Set SegmentationCode1
A Robust Feature Downsampling Module for Remote Sensing Visual TasksCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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