SOTAVerified

Segmentation

Papers

Showing 24712480 of 13072 papers

TitleStatusHype
Applications of Deep Learning in Fundus Images: A ReviewCode1
Embedding-based Instance Segmentation in MicroscopyCode1
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentationCode1
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography ImagesCode1
Segmenting Transparent Object in the Wild with TransformerCode1
SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationCode1
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic SegmentationCode1
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPSCode1
MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan SynchronizationCode1
U-Noise: Learnable Noise Masks for Interpretable Image SegmentationCode1
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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