SOTAVerified

Semantic Segmentation

Papers

Showing 27512775 of 14763 papers

TitleStatusHype
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation0
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey0
RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image SegmentationCode1
Automated Virtual Product Placement and Assessment in Images using Diffusion Models0
Image segmentation of treated and untreated tumor spheroids by Fully Convolutional Networks0
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image SegmentationCode2
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative AnalysisCode0
Predictive Accuracy-Based Active Learning for Medical Image SegmentationCode0
ASAM: Boosting Segment Anything Model with Adversarial TuningCode2
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge DistillationCode1
DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation0
SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery0
LVOS: A Benchmark for Large-scale Long-term Video Object SegmentationCode2
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice AttentionCode1
DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical DocumentsCode0
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance ImagingCode1
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
Swin2-MoSE: A New Single Image Super-Resolution Model for Remote SensingCode1
MFP: Making Full Use of Probability Maps for Interactive Image SegmentationCode1
Clicks2Line: Using Lines for Interactive Image Segmentation0
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models0
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation0
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model GardenCode0
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic SegmentationCode0
Segmentation Quality and Volumetric Accuracy in Medical Imaging0
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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