SOTAVerified

Semantic Segmentation

Papers

Showing 34013425 of 14763 papers

TitleStatusHype
Automatic Segmentation of the Spinal Cord Nerve RootletsCode0
A Framework for Building Point Cloud Cleaning, Plane Detection and Semantic Segmentation0
SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian DecompositionCode2
Datacube segmentation via Deep Spectral ClusteringCode0
SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed ScenesCode1
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model0
Rapid post-disaster infrastructure damage characterisation enabled by remote sensing and deep learning technologies -- a tiered approach0
Towards Image Semantics and Syntax Sequence LearningCode0
Leveraging Swin Transformer for Local-to-Global Weakly Supervised Semantic SegmentationCode0
Individual mapping of large polymorphic shrubs in high mountains using satellite images and deep learning0
YOLO-World: Real-Time Open-Vocabulary Object DetectionCode9
MESA: Matching Everything by Segmenting Anything0
VR-GS: A Physical Dynamics-Aware Interactive Gaussian Splatting System in Virtual Reality0
MouSi: Poly-Visual-Expert Vision-Language ModelsCode2
CAFCT-Net: A CNN-Transformer Hybrid Network with Contextual and Attentional Feature Fusion for Liver Tumor Segmentation0
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets0
MF-MOS: A Motion-Focused Model for Moving Object SegmentationCode2
DMCE: Diffusion Model Channel Enhancer for Multi-User Semantic Communication Systems0
Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors0
HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage ResearchCode0
Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image SegmentationCode0
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data0
SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion NetworksCode2
UP-CrackNet: Unsupervised Pixel-Wise Road Crack Detection via Adversarial Image RestorationCode1
Vanishing-Point-Guided Video Semantic Segmentation of Driving ScenesCode0
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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