SOTAVerified

Semantic Segmentation

Papers

Showing 32013225 of 14763 papers

TitleStatusHype
Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation0
LVIC: Multi-modality segmentation by Lifting Visual Info as Cue0
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs0
Generalized Correspondence Matching via Flexible Hierarchical Refinement and Patch Descriptor Distillation0
Attention-guided Feature Distillation for Semantic Segmentation0
FedFMS: Exploring Federated Foundation Models for Medical Image SegmentationCode2
Frequency-Adaptive Dilated Convolution for Semantic SegmentationCode2
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image SegmentationCode3
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt DenoisingCode0
ProMISe: Promptable Medical Image Segmentation using SAMCode1
Depth-aware Test-Time Training for Zero-shot Video Object SegmentationCode1
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic SegmentationCode0
GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding0
Multi-task Learning for Real-time Autonomous Driving Leveraging Task-adaptive Attention Generator0
Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation0
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery0
Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision0
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
CenterDisks: Real-time instance segmentation with disk coveringCode0
FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View0
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical LabelsCode2
ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving0
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware LearningCode1
Improved LiDAR Odometry and Mapping using Deep Semantic Segmentation and Novel Outliers Detection0
Deep Common Feature Mining for Efficient Video Semantic SegmentationCode0
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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