SOTAVerified

Semantic Segmentation

Papers

Showing 24012425 of 14763 papers

TitleStatusHype
XAMI -- A Benchmark Dataset for Artefact Detection in XMM-Newton Optical ImagesCode0
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation0
Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D ScenesCode1
Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image PreprocessingCode0
Principal Component Clustering for Semantic Segmentation in Synthetic Data Generation0
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document AnnotationCode0
Point-SAM: Promptable 3D Segmentation Model for Point CloudsCode3
PVUW 2024 Challenge on Complex Video Understanding: Methods and ResultsCode4
Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and VisualizationCode0
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?Code2
GMT: Guided Mask Transformer for Leaf Instance SegmentationCode0
SegNet4D: Efficient Instance-Aware 4D Semantic Segmentation for LiDAR Point CloudCode2
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and EvaluationCode1
μ-Net: A Deep Learning-Based Architecture for μ-CT Segmentation0
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery0
Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image SegmentationCode0
Instance Consistency Regularization for Semi-Supervised 3D Instance SegmentationCode1
CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic SurgeryCode1
UDHF2-Net: Uncertainty-diffusion-model-based High-Frequency TransFormer Network for Remotely Sensed Imagery Interpretation0
Fine-grained Background Representation for Weakly Supervised Semantic SegmentationCode0
Self-Supervised Alignment Learning for Medical Image Segmentation0
Segmenting Dead Sea Scroll Fragments for a Scientific Image Set0
SelfReg-UNet: Self-Regularized UNet for Medical Image SegmentationCode2
TraceNet: Segment one thing efficiently0
SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation0
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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