SOTAVerified

Semantic Segmentation

Papers

Showing 16511675 of 14763 papers

TitleStatusHype
ActionVOS: Actions as Prompts for Video Object SegmentationCode1
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and SegmentationCode1
A Large-Scale Network Construction and Lightweighting Method for Point Cloud Semantic SegmentationCode1
FLAIR #1: semantic segmentation and domain adaptation datasetCode1
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic SegmentationCode1
Automatic Data Augmentation for 3D Medical Image SegmentationCode1
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare BallCode1
Flemme: A Flexible and Modular Learning Platform for Medical ImagesCode1
Activate or Not: Learning Customized ActivationCode1
Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough SpaceCode1
Flood Segmentation on Sentinel-1 SAR Imagery with Semi-Supervised LearningCode1
FLOSS: Free Lunch in Open-vocabulary Semantic SegmentationCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater EnvironmentCode1
A Learning Strategy for Contrast-agnostic MRI SegmentationCode1
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image SegmentationCode1
Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic SegmentationCode1
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayersCode1
FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT ImagesCode1
Focal-UNet: UNet-like Focal Modulation for Medical Image SegmentationCode1
Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic SegmentationCode1
Deep Structured Instance Graph for Distilling Object DetectorsCode1
Local Label Point Correction for Edge Detection of Overlapping Cervical CellsCode1
Automatic labelling of urban point clouds using data fusionCode1
DeepIPC: Deeply Integrated Perception and Control for an Autonomous Vehicle in Real EnvironmentsCode1
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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