SOTAVerified

Semantic Segmentation

Papers

Showing 23712380 of 14763 papers

TitleStatusHype
Segment Anything without SupervisionCode3
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image SegmentationCode0
PM-VIS+: High-Performance Video Instance Segmentation without Video AnnotationCode0
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation0
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation0
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text CuesCode1
Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for Semantic Segmentation0
ProtoGMM: Multi-prototype Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation0
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO0
RobU-Net: a heuristic robust multi-class brain tumor segmentation approaches for MRI scans0
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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