SOTAVerified

Semantic Segmentation

Papers

Showing 92519300 of 14763 papers

TitleStatusHype
Modified CycleGAN for the synthesization of samples for wheat head segmentation0
Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of Tumors in Breast Ultrasound Images0
MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving0
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project0
Modulating Pretrained Diffusion Models for Multimodal Image Synthesis0
MolMiner: You only look once for chemical structure recognition0
Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation0
MONA: Moving Object Detection from Videos Shot by Dynamic Camera0
MoNet: Deep Motion Exploitation for Video Object Segmentation0
Monitoring Urban Forests from Auto-Generated Segmentation Maps0
MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation0
Monocular 3D Object Detection for Autonomous Driving0
Monocular Dense 3D Reconstruction of a Complex Dynamic Scene from Two Perspective Frames0
Monocular Depth Estimation by Learning from Heterogeneous Datasets0
Monocular Object Instance Segmentation and Depth Ordering with CNNs0
Monocular Piecewise Depth Estimation in Dynamic Scenes by Exploiting Superpixel Relations0
Monocular Relative Depth Perception With Web Stereo Data Supervision0
Monocular Robot Navigation with Self-Supervised Pretrained Vision Transformers0
MonoDVPS: A Self-Supervised Monocular Depth Estimation Approach to Depth-aware Video Panoptic Segmentation0
MonoNext: A 3D Monocular Object Detection with ConvNext0
Mono-Stixels: Monocular depth reconstruction of dynamic street scenes0
MOPT: Multi-Object Panoptic Tracking0
More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation0
More than Encoder: Introducing Transformer Decoder to Upsample0
More than the Sum of Its Parts: Ensembling Backbone Networks for Few-Shot Segmentation0
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation0
Morpheus: A Deep Learning Framework For Pixel-Level Analysis of Astronomical Image Data0
Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images0
Morphological segmentation of hyperspectral images0
MorphSAM: Learning the Morphological Prompts from Atlases for Spine Image Segmentation0
Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation0
MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection0
MOSE: Monocular Semantic Reconstruction Using NeRF-Lifted Noisy Priors0
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation0
Motion-Appearance Interactive Encoding for Object Segmentation in Unconstrained Videos0
Motion-Guided Cascaded Refinement Network for Video Object Segmentation0
Motion Mapping Cognition: A Nondecomposable Primary Process in Human Vision0
Motion Prediction in Visual Object Tracking0
Motion-state Alignment for Video Semantic Segmentation0
Movable-Object-Aware Visual SLAM via Weakly Supervised Semantic Segmentation0
MoVieS: Motion-Aware 4D Dynamic View Synthesis in One Second0
Moving Object Proposals with Deep Learned Optical Flow for Video Object Segmentation0
Moving Object Segmentation in Jittery Videos by Stabilizing Trajectories Modeled in Kendall's Shape Space0
Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid Scenes0
MPASNET: Motion Prior-Aware Siamese Network for Unsupervised Deep Crowd Segmentation in Video Scenes0
MPDIoU: A Loss for Efficient and Accurate Bounding Box Regression0
MP-PolarMask: A Faster and Finer Instance Segmentation for Concave Images0
MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation0
m-RevNet: Deep Reversible Neural Networks with Momentum0
MRF-based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos0
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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