SOTAVerified

Semantic Segmentation

Papers

Showing 11711180 of 14763 papers

TitleStatusHype
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic EnvironmentsCode1
Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image SegmentationCode1
Boosting Unsupervised Semantic Segmentation with Principal Mask ProposalsCode1
MAS-SAM: Segment Any Marine Animal with Aggregated FeaturesCode1
Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound ImagesCode1
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation NetworksCode1
Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic SurgeryCode1
FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous DrivingCode1
How to Benchmark Vision Foundation Models for Semantic Segmentation?Code1
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation ModelsCode1
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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