SOTAVerified

Semantic Segmentation

Papers

Showing 24012410 of 14763 papers

TitleStatusHype
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document AnnotationCode0
Investigating Self-Supervised Methods for Label-Efficient Learning0
XAMI -- A Benchmark Dataset for Artefact Detection in XMM-Newton Optical ImagesCode0
Point-SAM: Promptable 3D Segmentation Model for Point CloudsCode3
Domain Adaptation of Echocardiography Segmentation Via Reinforcement LearningCode1
Semi-supervised classification of dental conditions in panoramic radiographs using large language model and instance segmentation: A real-world dataset evaluation0
Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D ScenesCode1
Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and VisualizationCode0
GMT: Guided Mask Transformer for Leaf Instance SegmentationCode0
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?Code2
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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