SOTAVerified

Segmentation

Papers

Showing 23762400 of 13072 papers

TitleStatusHype
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation0
Towards Label-Efficient Human Matting: A Simple Baseline for Weakly Semi-Supervised Trimap-Free Human MattingCode0
Deep Instruction Tuning for Segment Anything ModelCode1
Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point AnnotationCode0
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse PromptsCode2
MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation0
Training-Free Semantic Segmentation via LLM-Supervision0
YNetr: Dual-Encoder architecture on Plain Scan Liver Tumors (PSLT)0
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic SegmentationCode1
AgileFormer: Spatially Agile Transformer UNet for Medical Image SegmentationCode2
A multi-stage semi-supervised learning for ankle fracture classification on CT images0
SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large ObjectsCode2
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image SegmentationCode2
Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning0
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt TuningCode2
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models0
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion SegmentationCode3
Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary AlignmentCode0
Segmentation tool for images of cracksCode1
Efficient 3D Instance Mapping and Localization with Neural Fields0
Learning Multiple Representations with Inconsistency-Guided Detail Regularization for Mask-Guided Matting0
Temporally Consistent Referring Video Object Segmentation with Hybrid MemoryCode1
ENet-21: An Optimized light CNN Structure for Lane Detection0
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES ChallengeCode1
Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation0
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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