SOTAVerified

Semantic Segmentation

Papers

Showing 46014625 of 14763 papers

TitleStatusHype
Switched auxiliary loss for robust training of transformer models for histopathological image segmentation0
SynDrone -- Multi-modal UAV Dataset for Urban ScenariosCode1
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage0
Dataset QuantizationCode2
CVFC: Attention-Based Cross-View Feature Consistency for Weakly Supervised Semantic Segmentation of Pathology Images0
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders0
EDDense-Net: Fully Dense Encoder Decoder Network for Joint Segmentation of Optic Cup and Disc0
Hyper Association Graph Matching with Uncertainty Quantification for Coronary Artery Semantic Labeling0
ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave RadarCode1
False Negative/Positive Control for SAM on Noisy Medical ImagesCode1
Scalable Video Object Segmentation with Simplified Framework0
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in VideosCode0
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation0
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation0
EAVL: Explicitly Align Vision and Language for Referring Image Segmentation0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic SegmentationCode1
SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT0
A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery0
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and BenchmarkCode1
A tailored Handwritten-Text-Recognition System for Medieval Latin0
Single Frame Semantic Segmentation Using Multi-Modal Spherical ImagesCode1
Metadata Improves Segmentation Through Multitasking ElicitationCode0
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training0
ResQ: Residual Quantization for Video Perception0
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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