SOTAVerified

Semantic Segmentation

Papers

Showing 23762400 of 14763 papers

TitleStatusHype
CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic SegmentationCode1
CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time SegmentationCode1
Efficient Self-supervised Vision Pretraining with Local Masked ReconstructionCode1
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With SupervoxelsCode1
Diffusion Models for Implicit Image Segmentation EnsemblesCode1
Digital Twin Tracking Dataset (DTTD): A New RGB+Depth 3D Dataset for Longer-Range Object Tracking ApplicationsCode1
MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly AnnotationCode1
3D Bounding Box Estimation Using Deep Learning and GeometryCode1
Diffusion for Out-of-Distribution Detection on Road Scenes and BeyondCode1
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic SegmentationCode1
Diffusion Features to Bridge Domain Gap for Semantic SegmentationCode1
Change-Aware Sampling and Contrastive Learning for Satellite ImagesCode1
Change-Aware Siamese Network for Surface Defects Segmentation under Complex BackgroundCode1
Diffusion Model as Representation LearnerCode1
ChangeSim: Towards End-to-End Online Scene Change Detection in Industrial Indoor EnvironmentsCode1
CAR: Class-aware Regularizations for Semantic SegmentationCode1
CMDFusion: Bidirectional Fusion Network with Cross-modality Knowledge Distillation for LIDAR Semantic SegmentationCode1
Channel Exchanging Networks for Multimodal and Multitask Dense Image PredictionCode1
Channel prior convolutional attention for medical image segmentationCode1
ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR DataCode1
Channel-wise Knowledge Distillation for Dense PredictionCode1
APNet: Urban-level Scene Segmentation of Aerial Images and Point CloudsCode1
Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic SegmentationCode1
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion modelsCode1
Diffusion-based Data Augmentation for Nuclei Image SegmentationCode1
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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