SOTAVerified

Semantic Segmentation

Papers

Showing 41314140 of 14763 papers

TitleStatusHype
MultiNet: Real-time Joint Semantic Reasoning for Autonomous DrivingCode1
COCO-Stuff: Thing and Stuff Classes in ContextCode1
Pyramid Scene Parsing NetworkCode1
PointNet: Deep Learning on Point Sets for 3D Classification and SegmentationCode1
3D Bounding Box Estimation Using Deep Learning and GeometryCode1
Wider or Deeper: Revisiting the ResNet Model for Visual RecognitionCode1
Deeply supervised salient object detection with short connectionsCode1
Deep Label Distribution Learning with Label AmbiguityCode1
Clockwork Convnets for Video Semantic SegmentationCode1
ENet: A Deep Neural Network Architecture for Real-Time Semantic 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
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