SOTAVerified

Semantic Segmentation

Papers

Showing 40764100 of 14763 papers

TitleStatusHype
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language ModelsCode1
DivergentNets: Medical Image Segmentation by Network EnsembleCode1
Diverse Branch Block: Building a Convolution as an Inception-like UnitCode1
Extrinsic Camera Calibration with Semantic SegmentationCode1
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image SegmentationCode1
WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity MiningCode1
Boundary-Enhanced Co-Training for Weakly Supervised Semantic SegmentationCode1
Exploring Sparse Visual Prompt for Domain Adaptive Dense PredictionCode1
Weed mapping in multispectral drone imagery using lightweight vision transformersCode1
Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural NetworksCode1
We Learn Better Road Pothole Detection: from Attention Aggregation to Adversarial Domain AdaptationCode1
Boundary Difference Over Union Loss For Medical Image SegmentationCode1
Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic SegmentationCode1
Boundary-Aware Network for Abdominal Multi-Organ SegmentationCode1
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and EvaluationCode1
DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point CloudsCode1
An Elastic Interaction-Based Loss Function for Medical Image SegmentationCode1
Boundary-Aware Network for Kidney ParsingCode1
Exploring Event-driven Dynamic Context for Accident Scene SegmentationCode1
Exploring Simple Open-Vocabulary Semantic SegmentationCode1
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain AdaptationCode1
Adaptive Multi-source Predictor for Zero-shot Video Object SegmentationCode1
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object SegmentationCode1
Exploring Relational Context for Multi-Task Dense PredictionCode1
Dynamic Graph CNN for Learning on Point CloudsCode1
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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