SOTAVerified

Semantic Segmentation

Papers

Showing 34813490 of 14763 papers

TitleStatusHype
RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision0
One Step Learning, One Step ReviewCode0
Exploring Color Invariance through Image-Level Ensemble LearningCode2
Depth Anything: Unleashing the Power of Large-Scale Unlabeled DataCode9
A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and TrackingCode0
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model0
P2Seg: Pointly-supervised Segmentation via Mutual Distillation0
SEINE: Structure Encoding and Interaction Network for Nuclei Instance SegmentationCode0
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation0
OMG-Seg: Is One Model Good Enough For All Segmentation?Code5
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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