SOTAVerified

Semantic Segmentation

Papers

Showing 30013025 of 14763 papers

TitleStatusHype
Attention-Based Transformers for Instance Segmentation of Cells in MicrostructuresCode1
Microsoft COCO: Common Objects in ContextCode1
MILAN: Masked Image Pretraining on Language Assisted RepresentationCode1
MIMIC: Masked Image Modeling with Image CorrespondencesCode1
Spectral Clustering with Graph Neural Networks for Graph PoolingCode1
Mind the Gap: Evaluating Patch Embeddings from General-Purpose and Histopathology Foundation Models for Cell Segmentation and ClassificationCode1
Dynamic Focus-aware Positional Queries for Semantic SegmentationCode1
Agent Skill Acquisition for Large Language Models via CycleQDCode1
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationCode1
Attention-guided Context Feature Pyramid Network for Object DetectionCode1
Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking SystemsCode1
Mirror Complementary Transformer Network for RGB-thermal Salient Object DetectionCode1
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image TranslationCode1
MISeval: a Metric Library for Medical Image Segmentation EvaluationCode1
An Instance Segmentation Dataset of Yeast Cells in MicrostructuresCode1
MISSFormer: An Effective Medical Image Segmentation TransformerCode1
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNetCode1
MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) DecoderCode1
AggMask: Exploring locally aggregated learning of mask representations for instance segmentationCode1
DuAT: Dual-Aggregation Transformer Network for Medical Image SegmentationCode1
Cooperative Self-Training for Multi-Target Adaptive Semantic SegmentationCode1
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image SegmentationCode1
Dual Super-Resolution Learning for Semantic SegmentationCode1
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D NetworksCode1
An Informative Path Planning Framework for Active Learning in UAV-based Semantic MappingCode1
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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