SOTAVerified

Semantic Segmentation

Papers

Showing 28212830 of 14763 papers

TitleStatusHype
A survey of loss functions for semantic segmentationCode1
MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial VideosCode1
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration ErrorCode1
ACLNet: An Attention and Clustering-based Cloud Segmentation NetworkCode1
EOV-Seg: Efficient Open-Vocabulary Panoptic SegmentationCode1
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level AnnotationsCode1
A Survey of Self-Supervised and Few-Shot Object DetectionCode1
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object RelationsCode1
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation LearningCode1
InverseForm: A Loss Function for Structured Boundary-Aware 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