SOTAVerified

Semantic Segmentation

Papers

Showing 13411350 of 14763 papers

TitleStatusHype
ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance SegmentationCode1
A Shared Representation for Photorealistic Driving SimulatorsCode1
Data Augmentation-free Unsupervised Learning for 3D Point Cloud UnderstandingCode1
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image MatchingCode1
DATA: Domain-Aware and Task-Aware Self-supervised LearningCode1
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object DetectionCode1
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic SegmentationCode1
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision TransformersCode1
Decoder Denoising Pretraining for Semantic SegmentationCode1
Adversarial Policy Gradient for Deep Learning Image AugmentationCode1
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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