SOTAVerified

Semantic Segmentation

Papers

Showing 26012625 of 14763 papers

TitleStatusHype
Real-time Hyperspectral Imaging in Hardware via Trained Metasurface EncodersCode1
Semi-supervised Semantic Segmentation with Error Localization NetworkCode1
Federated Cross Learning for Medical Image SegmentationCode1
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentationCode1
"This is my unicorn, Fluffy": Personalizing frozen vision-language representationsCode1
Dynamic Focus-aware Positional Queries for Semantic SegmentationCode1
FIFO: Learning Fog-invariant Features for Foggy Scene SegmentationCode1
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic SegmentationCode1
WildNet: Learning Domain Generalized Semantic Segmentation from the WildCode1
Online Convolutional Re-parameterizationCode1
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learningCode1
Semantic-Aware Domain Generalized SegmentationCode1
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic SegmentationCode1
Online panoptic 3D reconstruction as a Linear Assignment ProblemCode1
Dynamic Multimodal FusionCode1
Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological ProcessingCode1
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against ThresholdsCode1
On the Road to Online Adaptation for Semantic Image SegmentationCode1
Self-Supervised Leaf Segmentation under Complex Lighting ConditionsCode1
SimT: Handling Open-set Noise for Domain Adaptive Semantic SegmentationCode1
Target and Task specific Source-Free Domain Adaptive Image SegmentationCode1
Harmonizing Pathological and Normal Pixels for Pseudo-healthy SynthesisCode1
Abstract Flow for Temporal Semantic Segmentation on the Permutohedral LatticeCode1
CHEX: CHannel EXploration for CNN Model CompressionCode1
mc-BEiT: Multi-choice Discretization for Image BERT Pre-trainingCode1
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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