SOTAVerified

Semantic Segmentation

Papers

Showing 42014225 of 14763 papers

TitleStatusHype
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental SegmentationCode1
EViT: An Eagle Vision Transformer with Bi-Fovea Self-AttentionCode1
Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image SegmentationCode1
WinSyn: A High Resolution Testbed for Synthetic DataCode0
Empirical Evaluation of the Segment Anything Model (SAM) for Brain Tumor Segmentation0
CoBEVFusion: Cooperative Perception with LiDAR-Camera Bird's-Eye View Fusion0
Hierarchical Side-Tuning for Vision Transformers0
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision TransformersCode1
From Question to Exploration: Test-Time Adaptation in Semantic Segmentation?Code0
Unleashing the power of Neural Collapse for Transferability Estimation0
SimPLR: A Simple and Plain Transformer for Scaling-Efficient Object Detection and Segmentation0
ViTs are Everywhere: A Comprehensive Study Showcasing Vision Transformers in Different Domain0
OV-PARTS: Towards Open-Vocabulary Part SegmentationCode1
Cross-Task Data Augmentation by Pseudo-label Generation for Region Based Coronary Artery Instance Segmentation0
Human-in-the-loop: The future of Machine Learning in Automated Electron Microscopy0
Low-Resolution Self-Attention for Semantic SegmentationCode1
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis0
Detecting Abnormal Health Conditions in Smart Home Using a Drone0
Geometry Aware Field-to-field Transformations for 3D Semantic Segmentation0
Enhancing Representations through Heterogeneous Self-Supervised Learning0
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentationCode1
SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture Alignment0
Structure-Preserving Instance Segmentation via Skeleton-Aware Distance Transform0
TransCC: Transformer Network for Coronary Artery CCTA Segmentation0
Memory-Constrained Semantic Segmentation for Ultra-High Resolution UAV Imagery0
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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