SOTAVerified

Semantic Segmentation

Papers

Showing 45014525 of 14763 papers

TitleStatusHype
Negligible effect of brain MRI data preprocessing for tumor segmentationCode0
Amodal Instance Segmentation With KINS DatasetCode0
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality ReductionCode0
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-TimeCode0
Actor-Critic Instance SegmentationCode0
MV-MOS: Multi-View Feature Fusion for 3D Moving Object SegmentationCode0
Mutual Query Network for Multi-Modal Product Image SegmentationCode0
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous DrivingCode0
Multi-view shape estimation of transparent containersCode0
Deep Monocular Hazard Detection for Safe Small Body LandingCode0
Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose EncodingCode0
Deep mineralogical segmentation of thin section images based on QEMSCAN mapsCode0
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation ProblemsCode0
ENSTRECT: A Stage-based Approach to 2.5D Structural Damage DetectionCode0
DeepMerge: Deep-Learning-Based Region-Merging for Image SegmentationCode0
AMMUNet: Multi-Scale Attention Map Merging for Remote Sensing Image SegmentationCode0
Multi-to-Single Knowledge Distillation for Point Cloud Semantic SegmentationCode0
Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSPCode0
Multi-Task Meta Learning: learn how to adapt to unseen tasksCode0
Multi-Task Attention-Based Semi-Supervised Learning for Medical Image SegmentationCode0
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural NetworksCode0
Deep Level Set for Box-supervised Instance Segmentation in Aerial ImagesCode0
Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent SamplingCode0
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacksCode0
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External DataCode0
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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