SOTAVerified

Segmentation

Papers

Showing 26012625 of 13072 papers

TitleStatusHype
Outline-Guided Object Inpainting with Diffusion Models0
Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel basesCode0
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation0
SPINEPS -- Automatic Whole Spine Segmentation of T2-weighted MR images using a Two-Phase Approach to Multi-class Semantic and Instance SegmentationCode2
Placing Objects in Context via Inpainting for Out-of-distribution SegmentationCode1
BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAMCode1
Language-guided Skill Learning with Temporal Variational Inference0
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation0
TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human AnnotationCode1
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving0
Label-efficient Multi-organ Segmentation Method with Diffusion Model0
GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm SegmentationCode0
Modified CycleGAN for the synthesization of samples for wheat head segmentation0
QIS : Interactive Segmentation via Quasi-Conformal Mappings0
Deep vessel segmentation based on a new combination of vesselness filters0
Subobject-level Image TokenizationCode2
A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound SegmentationCode0
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionCode2
Uncertainty-driven and Adversarial Calibration Learning for Epicardial Adipose Tissue Segmentation0
DeiSAM: Segment Anything with Deictic PromptingCode1
EXACT-Net:EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy0
Tumor segmentation on whole slide images: training or prompting?0
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing ImageryCode1
Solar Panel Segmentation :Self-Supervised Learning Solutions for Imperfect Datasets0
wmh_seg: Transformer based U-Net for Robust and Automatic White Matter Hyperintensity Segmentation across 1.5T, 3T and 7TCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified