SOTAVerified

Semantic Segmentation

Papers

Showing 33013325 of 14763 papers

TitleStatusHype
One-Prompt to Segment All Medical ImagesCode1
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation LearningCode1
ActionVOS: Actions as Prompts for Video Object SegmentationCode1
Data Augmentation-free Unsupervised Learning for 3D Point Cloud UnderstandingCode1
Prototype Knowledge Distillation for Medical Segmentation with Missing ModalityCode1
Prototype Mixture Models for Few-shot Semantic SegmentationCode1
A Large-Scale Network Construction and Lightweighting Method for Point Cloud Semantic SegmentationCode1
Proximal Splitting Adversarial Attack for Semantic SegmentationCode1
Zero-Shot Semantic SegmentationCode1
Efficient Medical Image Segmentation Based on Knowledge DistillationCode1
Efficient RGB-D Semantic Segmentation for Indoor Scene AnalysisCode1
DATA: Domain-Aware and Task-Aware Self-supervised LearningCode1
Automatic Data Augmentation for 3D Medical Image SegmentationCode1
Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image SegmentationCode1
PSTNet: Point Spatio-Temporal Convolution on Point Cloud SequencesCode1
ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave RadarCode1
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale PerceptionCode1
Puzzle-CAM: Improved localization via matching partial and full featuresCode1
Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss FunctionCode1
Data Efficient 3D Learner via Knowledge Transferred from 2D ModelCode1
Effective semantic segmentation in Cataract Surgery: What matters most?Code1
Effective Self-supervised Pre-training on Low-compute Networks without DistillationCode1
DFormer: Diffusion-guided Transformer for Universal Image SegmentationCode1
Effect of Prior-based Losses on Segmentation Performance: A BenchmarkCode1
EditGAN: High-Precision Semantic Image EditingCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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