SOTAVerified

Semantic Segmentation

Papers

Showing 27262750 of 14763 papers

TitleStatusHype
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information0
HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation0
DeepDamageNet: A two-step deep-learning model for multi-disaster building damage segmentation and classification using satellite imagery0
OpenESS: Event-based Semantic Scene Understanding with Open VocabulariesCode2
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous DrivingCode3
FRACTAL: An Ultra-Large-Scale Aerial Lidar Dataset for 3D Semantic Segmentation of Diverse LandscapesCode3
AugmenTory: A Fast and Flexible Polygon Augmentation LibraryCode1
A Self-Supervised Method for Body Part Segmentation and Keypoint Detection of Rat Images0
Space-time Reinforcement Network for Video Object Segmentation0
ELiTe: Efficient Image-to-LiDAR Knowledge Transfer for Semantic Segmentation0
A New Dataset and Comparative Study for Aphid Cluster Detection and Segmentation in Sorghum Fields0
Data-driven approaches for electrical impedance tomography image segmentation from partial boundary dataCode0
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
PTQ4SAM: Post-Training Quantization for Segment AnythingCode2
On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural NetworksCode0
SalFAU-Net: Saliency Fusion Attention U-Net for Salient Object Detection0
MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation LearningCode2
Few-Shot Fruit Segmentation via Transfer LearningCode0
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks0
Towards general deep-learning-based tree instance segmentation models0
TinySeg: Model Optimizing Framework for Image Segmentation on Tiny Embedded SystemsCode0
DiffMap: Enhancing Map Segmentation with Map Prior Using Diffusion Model0
Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation0
Automated Virtual Product Placement and Assessment in Images using Diffusion Models0
Image segmentation of treated and untreated tumor spheroids by Fully Convolutional Networks0
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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