SOTAVerified

Semantic Segmentation

Papers

Showing 89518975 of 14763 papers

TitleStatusHype
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation0
Multi-task learning from fixed-wing UAV images for 2D/3D city modeling0
Multi-domain semantic segmentation with overlapping labelsCode0
Generalize then Adapt: Source-Free Domain Adaptive Semantic SegmentationCode1
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification0
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey0
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image SegmentationCode1
Estimation of Road Boundary for Intelligent Vehicles Based on DeepLabV3+ ArchitectureCode0
Image-free single-pixel segmentation0
Real-Time Monocular Human Depth Estimation and Segmentation on Embedded SystemsCode1
ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic SegmentationCode1
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood DensityCode1
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness0
A Weakly Supervised Amodal Segmenter with Boundary Uncertainty EstimationCode1
Efficient Medical Image Segmentation Based on Knowledge DistillationCode1
Image coding for machines: an end-to-end learned approach0
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat RecognitionCode0
Self-Regulation for Semantic Segmentation0
Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application0
Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten ManuscriptsCode0
Hierarchical Summarization for Longform Spoken Dialog0
A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic SegmentationCode1
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online PoliciesCode1
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation0
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation AssistanceCode1
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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