SOTAVerified

Semantic Segmentation

Papers

Showing 12511275 of 14763 papers

TitleStatusHype
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention NetworksCode1
DivergentNets: Medical Image Segmentation by Network EnsembleCode1
3D Instances as 1D KernelsCode1
Affinity Fusion Graph-based Framework for Natural Image SegmentationCode1
CARIS: Context-Augmented Referring Image SegmentationCode1
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and ResolutionCode1
DIVA-DAF: A Deep Learning Framework for Historical Document Image AnalysisCode1
Diverse Branch Block: Building a Convolution as an Inception-like UnitCode1
Affinity Attention Graph Neural Network for Weakly Supervised Semantic SegmentationCode1
A Close Look at Spatial Modeling: From Attention to ConvolutionCode1
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Prototype-based Incremental Few-Shot Semantic SegmentationCode1
3D Indoor Instance Segmentation in an Open-WorldCode1
Cardiac Segmentation with Strong Anatomical GuaranteesCode1
Distribution-Aware Continual Test-Time Adaptation for Semantic SegmentationCode1
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose EstimationCode1
ACLNet: An Attention and Clustering-based Cloud Segmentation NetworkCode1
CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time SegmentationCode1
CAR: Class-aware Regularizations for Semantic SegmentationCode1
3D Human Pose Estimation with Spatial and Temporal TransformersCode1
CARD: Semantic Segmentation with Efficient Class-Aware Regularized DecoderCode1
Distilling Knowledge via Knowledge ReviewCode1
Diverse Image Synthesis from Semantic Layouts via Conditional IMLECode1
Domain Adaptive Video Segmentation via Temporal Pseudo SupervisionCode1
Event-Free Moving Object Segmentation from Moving Ego VehicleCode1
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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