SOTAVerified

Semantic Segmentation

Papers

Showing 22912300 of 14763 papers

TitleStatusHype
4D Unsupervised Object DiscoveryCode1
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention NetworkCode1
Self-supervised Video Representation Learning with Motion-Aware Masked AutoencodersCode1
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance SegmentationCode1
Instance Segmentation of Dense and Overlapping Objects via LayeringCode1
Effective Self-supervised Pre-training on Low-compute Networks without DistillationCode1
Data Augmentation-free Unsupervised Learning for 3D Point Cloud UnderstandingCode1
FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT ImagesCode1
Weak-shot Semantic Segmentation via Dual Similarity TransferCode1
Promising or Elusive? Unsupervised Object Segmentation from Real-world Single ImagesCode1
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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