SOTAVerified

Semantic Segmentation

Papers

Showing 54515475 of 14763 papers

TitleStatusHype
Clustering-Guided Class Activation for Weakly Supervised Semantic SegmentationCode0
M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance SegmentationCode0
LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic InsightCode0
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural NetworksCode0
LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical ImagesCode0
Lung segmentation with NASNet-Large-Decoder NetCode0
Eye Semantic Segmentation with a Lightweight ModelCode0
Level set image segmentation with velocity term learned from data with applications to lung nodule segmentationCode0
ClusterFuG: Clustering Fully connected Graphs by MulticutCode0
Lucid Data Dreaming for Video Object SegmentationCode0
Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?Code0
LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-NetCode0
Extremely Weak Supervised Image-to-Image Translation for Semantic SegmentationCode0
ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modulesCode0
LSMVOS: Long-Short-Term Similarity Matching for Video ObjectCode0
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architectureCode0
Low-Shot Learning for the Semantic Segmentation of Remote Sensing ImageryCode0
Foundation Model or Finetune? Evaluation of few-shot semantic segmentation for river pollutionCode0
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image ModelsCode0
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite ImageryCode0
CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCoCode0
LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual SemanticsCode0
Compressing Vision Transformers for Low-Resource Visual LearningCode0
Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic SegmentationCode0
CloudSegNet: A Deep Network for Nychthemeron Cloud Image SegmentationCode0
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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