SOTAVerified

Semantic Segmentation

Papers

Showing 53265350 of 14763 papers

TitleStatusHype
Mask Editor : an Image Annotation Tool for Image Segmentation TasksCode0
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell SegmentationCode0
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
Masked Image Residual Learning for Scaling Deeper Vision TransformersCode0
FFR: Frequency Feature Rectification for Weakly Supervised Semantic SegmentationCode0
Masked Image Modeling Boosting Semi-Supervised Semantic SegmentationCode0
FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image SegmentationCode0
FCNs in the Wild: Pixel-level Adversarial and Constraint-based AdaptationCode0
Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic SegmentationCode0
Masked Collaborative Contrast for Weakly Supervised Semantic SegmentationCode0
Artificial Intelligence to Assess Dental Findings from Panoramic Radiographs -- A Multinational StudyCode0
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic SegmentationCode0
FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium SegmentationCode0
CoDA: Interactive Segmentation and Morphological Analysis of Dendroid Structures Exemplified on Stony Cold-Water CoralsCode0
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image SegmentationCode0
Boosting Gaze Object Prediction via Pixel-level Supervision from Vision Foundation ModelCode0
Artificial Intelligence-driven Image Analysis of Bacterial Cells and BiofilmsCode0
MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance SegmentationCode0
Mci-net: multi-scale context integrated network for liver ct image segmentationCode0
Fast Video Object Segmentation by Reference-Guided Mask PropagationCode0
Fast User-Guided Video Object Segmentation by Interaction-and-Propagation NetworksCode0
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite ImageryCode0
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentationCode0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
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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