SOTAVerified

Semantic Segmentation

Papers

Showing 53015325 of 14763 papers

TitleStatusHype
Masked Image Residual Learning for Scaling Deeper Vision TransformersCode0
Mask Editor : an Image Annotation Tool for Image Segmentation TasksCode0
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
Masking Hyperspectral Imaging Data with Pretrained ModelsCode0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
Few-shot Multispectral Segmentation with Representations Generated by Reinforcement LearningCode0
Matterport3D: Learning from RGB-D Data in Indoor EnvironmentsCode0
COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasetsCode0
Meta-Learning Initializations for Image SegmentationCode0
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
Masked Collaborative Contrast for Weakly Supervised Semantic SegmentationCode0
MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance SegmentationCode0
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell SegmentationCode0
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic SegmentationCode0
FCNs in the Wild: Pixel-level Adversarial and Constraint-based AdaptationCode0
Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic SegmentationCode0
Artificial Intelligence to Assess Dental Findings from Panoramic Radiographs -- A Multinational StudyCode0
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium SegmentationCode0
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance 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
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
Artificial Intelligence-driven Image Analysis of Bacterial Cells and BiofilmsCode0
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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