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Semantic Segmentation

Papers

Showing 72767300 of 14763 papers

TitleStatusHype
Entropy-Based Feature Extraction For Real-Time Semantic Segmentation0
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set RecognitionCode1
GFNet: Geometric Flow Network for 3D Point Cloud Semantic SegmentationCode1
FewSOL: A Dataset for Few-Shot Object Learning in Robotic EnvironmentsCode0
Domain Adaptive Video Segmentation via Temporal Pseudo SupervisionCode1
Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation0
Deep Learning approach for Classifying Trusses and Runners of Strawberries0
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasoundCode1
Multi-Contrast MRI Segmentation Trained on Synthetic Images0
Unsupervised Domain Adaptation through Shape Modeling for Medical Image SegmentationCode1
OSFormer: One-Stage Camouflaged Instance Segmentation with TransformersCode1
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image SegmentationCode0
Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface EstimationCode1
PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch0
SiamMask: A Framework for Fast Online Object Tracking and SegmentationCode4
Efficient Spatial-Temporal Information Fusion for LiDAR-Based 3D Moving Object SegmentationCode2
Latents2Segments: Disentangling the Latent Space of Generative Models for Semantic Segmentation of Face Images0
Improving Semantic Segmentation in Transformers using Hierarchical Inter-Level Attention0
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse TransformersCode2
ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image SegmentationCode0
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation ModelsCode0
Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable FiltersCode2
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery VideosCode0
Beyond mAP: Towards better evaluation of instance segmentation0
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction0
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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