SOTAVerified

Semantic Segmentation

Papers

Showing 34413450 of 14763 papers

TitleStatusHype
Health Digital Twins Supported by Artificial Intelligence-based Algorithms and Extended Reality in Cardiology0
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image SegmentationCode1
Towards Complementary Knowledge Distillation for Efficient Dense Image Prediction0
SEDNet: Shallow Encoder-Decoder Network for Brain Tumor SegmentationCode0
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter0
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation0
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion0
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image SegmentationCode4
Tyche: Stochastic In-Context Learning for Medical Image SegmentationCode2
PA-SAM: Prompt Adapter SAM for High-Quality Image SegmentationCode2
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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