SOTAVerified

Semantic Segmentation

Papers

Showing 58015825 of 14763 papers

TitleStatusHype
ISLE: A Framework for Image Level Semantic Segmentation EnsembleCode0
Exploring Weakly Supervised Semantic Segmentation Ensembles for Medical Imaging SystemsCode0
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object PerimetersCode0
Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation0
USAGE: A Unified Seed Area Generation Paradigm for Weakly Supervised Semantic Segmentation0
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation0
Pixel-wise Gradient Uncertainty for Convolutional Neural Networks applied to Out-of-Distribution SegmentationCode0
Three Guidelines You Should Know for Universally Slimmable Self-Supervised LearningCode1
Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging0
Modality-Agnostic Debiasing for Single Domain Generalization0
SCPNet: Semantic Scene Completion on Point CloudCode1
OSIS: Efficient One-stage Network for 3D Instance Segmentation0
MP-Former: Mask-Piloted Transformer for Image SegmentationCode1
Efficient Semantic Segmentation by Altering Resolutions for Compressed VideosCode1
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale AttentionCode2
Amodal Intra-class Instance Segmentation: Synthetic Datasets and BenchmarkCode1
Spatial Correspondence between Graph Neural Network-Segmented Images0
Universal Instance Perception as Object Discovery and RetrievalCode3
Towards Universal Vision-language Omni-supervised Segmentation0
Semantics-Aware Dynamic Localization and Refinement for Referring Image Segmentation0
Probing neural representations of scene perception in a hippocampally dependent task using artificial neural networks0
Token Sparsification for Faster Medical Image SegmentationCode0
Generalized 3D Self-supervised Learning Framework via Prompted Foreground-Aware Feature Contrast0
Joint ANN-SNN Co-training for Object Localization and Image Segmentation0
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous DrivingCode1
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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