SOTAVerified

Semantic Segmentation

Papers

Showing 1055110575 of 14763 papers

TitleStatusHype
Neural BootstrapperCode1
AIM 2020 Challenge on Image Extreme InpaintingCode1
Hard Negative Mixing for Contrastive LearningCode1
Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors0
Linguistic Structure Guided Context Modeling for Referring Image SegmentationCode1
Referring Image Segmentation via Cross-Modal Progressive ComprehensionCode1
Towards Adaptive Semantic Segmentation by Progressive Feature Refinement0
DOT: Dynamic Object Tracking for Visual SLAM0
Realistic Image Normalization for Multi-Domain SegmentationCode0
Prepare for the Worst: Generalizing across Domain Shifts with Adversarial Batch Normalization0
Medical Image Segmentation Using Deep Learning: A SurveyCode0
Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme OcclusionCode0
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal EffectCode1
Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation0
A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time0
ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation0
RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels0
Unsupervised Model Adaptation for Continual Semantic SegmentationCode0
Causal Intervention for Weakly-Supervised Semantic Segmentation0
DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution0
Affinity Space Adaptation for Semantic Segmentation Across DomainsCode1
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic SegmentationCode1
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
SemanticVoxels: Sequential Fusion for 3D Pedestrian Detection using LiDAR Point Cloud and Semantic Segmentation0
Tied Block Convolution: Leaner and Better CNNs with Shared Thinner FiltersCode1
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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