SOTAVerified

Semantic Segmentation

Papers

Showing 58515875 of 14763 papers

TitleStatusHype
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical SegmentationCode0
Entropy-based measure of rock sample heterogeneity derived from micro-CT imagesCode0
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image SynthesisCode0
Chair Segments: A Compact Benchmark for the Study of Object SegmentationCode0
Learning to Refine Object SegmentsCode0
Learning to See the Invisible: End-to-End Trainable Amodal Instance SegmentationCode0
Learning To Pay Attention To MistakesCode0
CGiS-Net: Aggregating Colour, Geometry and Implicit Semantic Features for Indoor Place RecognitionCode0
Learning to Generate Training Datasets for Robust Semantic SegmentationCode0
Learning to "Segment Anything" in Thermal Infrared Images through Knowledge Distillation with a Large Scale Dataset SATIRCode0
Learning to Segment via Cut-and-PasteCode0
CGNet: A Light-weight Context Guided Network for Semantic SegmentationCode0
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent HomologyCode0
Learning to Cluster for Proposal-Free Instance SegmentationCode0
Learning to adapt class-specific features across domains for semantic segmentationCode0
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model GardenCode0
Learning to Adapt Structured Output Space for Semantic SegmentationCode0
RUHSNet: 3D Object Detection Using Lidar Data in Real TimeCode0
Ensemble of Pre-Trained Neural Networks for Segmentation and Quality Detection of Transmission Electron Microscopy ImagesCode0
Learning Temporal Distribution and Spatial Correlation Towards Universal Moving Object SegmentationCode0
Ensemble architecture in polyp segmentationCode0
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy ImagesCode0
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image SegmentationCode0
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation DatasetsCode0
Learning structure-aware semantic segmentation with image-level supervisionCode0
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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