SOTAVerified

Semantic Segmentation

Papers

Showing 95519575 of 14763 papers

TitleStatusHype
Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation0
Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid Scenes0
R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation0
RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image RecognitionCode1
Scale Equivariant Neural Networks with Morphological Scale-Spaces0
Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations predictionCode0
Combining Supervised and Un-supervised Learning for Automatic Citrus Segmentation0
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!Code1
Robust 3D Cell Segmentation: Extending the View of CellposeCode1
ISTR: End-to-End Instance Segmentation with TransformersCode1
Improved Real-Time Monocular SLAM Using Semantic Segmentation on Selective Frames0
Self-supervised Augmentation Consistency for Adapting Semantic SegmentationCode1
SegmentMeIfYouCan: A Benchmark for Anomaly SegmentationCode1
Reproducibility of "FDA: Fourier Domain Adaptation forSemantic SegmentationCode0
IPatch: A Remote Adversarial Patch0
Emerging Properties in Self-Supervised Vision TransformersCode1
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications0
Crack Semantic Segmentation using the U-Net with Full Attention Strategy0
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge0
Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain AdaptationCode0
Pyramid Medical Transformer for Medical Image Segmentation0
A Rigid Registration Method in TEVAR0
Decoupled Dynamic Filter NetworksCode1
LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR ImagesCode1
DeepSatData: Building large scale datasets of satellite images for training machine learning modelsCode1
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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