SOTAVerified

Segmentation

Papers

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Showing 1331–1340 of 13072 papers

TitleStatusHype
Efficient Semantic Diffusion Architectures for Model Training on Synthetic EchocardiogramsCode0
Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models—0
Search3D: Hierarchical Open-Vocabulary 3D Segmentation—0
State-of-the-Art Periorbital Distance Prediction and Disease Classification Using Periorbital FeaturesCode0
How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks?—0
A Surprisingly Simple Approach to Generalized Few-Shot Semantic SegmentationCode0
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning—0
Amodal Instance Segmentation with Diffusion Shape Prior Estimation—0
Efficient Microscopic Image Instance Segmentation for Food Crystal Quality Control—0
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image SegmentationCode2
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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