SOTAVerified

Semantic Segmentation

Papers

Showing 36113620 of 14763 papers

TitleStatusHype
Disentangled Representations for Domain-generalized Cardiac SegmentationCode1
SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace DetectionCode1
Making a Case for 3D Convolutions for Object Segmentation in VideosCode1
Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile RobotsCode1
Siamese Network for RGB-D Salient Object Detection and BeyondCode1
Semantic Labeling of Large-Area Geographic Regions Using Multi-View and Multi-Date Satellite Images and Noisy OSM Training LabelsCode1
Seesaw Loss for Long-Tailed Instance SegmentationCode1
Delving Deeper into Anti-aliasing in ConvNetsCode1
ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based DataCode1
Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformCode1
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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