SOTAVerified

Segmentation

Papers

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Showing 2001–2025 of 13072 papers

TitleStatusHype
Instance Segmentation and Teeth Classification in Panoramic X-raysCode1
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset ChallengeCode0
Towards robust radiomics and radiogenomics predictive models for brain tumor characterization—0
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized CutCode2
U-KAN Makes Strong Backbone for Medical Image Segmentation and GenerationCode2
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation—0
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation—0
IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRICode1
Generative Active Learning for Long-tailed Instance SegmentationCode2
Choroidal Vessel Segmentation on Indocyanine Green Angiography Images via Human-in-the-Loop Labeling—0
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor SynthesisCode2
Deep asymmetric mixture model for unsupervised cell segmentation—0
Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation—0
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding—0
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation—0
Sensitivity-Informed Augmentation for Robust Segmentation—0
MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild—0
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue SegmentationCode1
An expert-driven data generation pipeline for histological imagesCode0
ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point CloudsCode1
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic SegmentationCode2
2nd Place Solution for PVUW Challenge 2024: Video Panoptic Segmentation—0
A Deep Learning Model for Coronary Artery Segmentation and Quantitative Stenosis Detection in Angiographic ImagesCode1
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement LearningCode1
From Seedling to Harvest: The GrowingSoy Dataset for Weed Detection in Soy Crops via Instance SegmentationCode0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

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