SOTAVerified

Semantic Segmentation

Papers

Showing 20512075 of 14763 papers

TitleStatusHype
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous DrivingCode1
Using a Waffle Iron for Automotive Point Cloud Semantic SegmentationCode1
Long-tail Detection with Effective Class-MarginsCode1
Learning Open-vocabulary Semantic Segmentation Models From Natural Language SupervisionCode1
Recurrent Generic Contour-based Instance Segmentation with Progressive LearningCode1
Improving Sketch Colorization using Adversarial Segmentation ConsistencyCode1
Hybrid Open-set Segmentation with Synthetic Negative DataCode1
Active learning for medical image segmentation with stochastic batchesCode1
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation SegmentationCode1
Semi-Supervised Semantic Segmentation via Gentle Teaching AssistantCode1
Multi Kernel Positional Embedding ConvNeXt for Polyp SegmentationCode1
Modeling Uncertain Feature Representation for Domain GeneralizationCode1
Hematoxylin and eosin stained oral squamous cell carcinoma histological images datasetCode1
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image SegmentationCode1
Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic SegmentationCode1
CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIPCode1
Self-Supervised Correction Learning for Semi-Supervised Biomedical Image SegmentationCode1
Open-vocabulary Object Segmentation with Diffusion ModelsCode1
pyssam -- a Python library for statistical modelling of biomedical shape and appearanceCode1
LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution AttentionCode1
Head-Free Lightweight Semantic Segmentation with Linear TransformerCode1
CARD: Semantic Segmentation with Efficient Class-Aware Regularized DecoderCode1
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image SegmentationCode1
Multi-Modal and Multi-Resolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and BenchmarkCode1
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challengeCode1
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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