SOTAVerified

Segmentation

Papers

Showing 9911000 of 13072 papers

TitleStatusHype
Context Label Learning: Improving Background Class Representations in Semantic SegmentationCode1
F2BEV: Bird's Eye View Generation from Surround-View Fisheye Camera Images for Automated DrivingCode1
Semi-supervised semantic segmentation needs strong, varied perturbationsCode1
Facial Wrinkle Segmentation for Cosmetic Dermatology: Pretraining with Texture Map-Based Weak SupervisionCode1
Adaptive Prototype Learning and Allocation for Few-Shot SegmentationCode1
An Elastic Interaction-Based Loss Function for Medical Image SegmentationCode1
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image SegmentationCode1
FactSeg: Foreground Activation Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing ImageryCode1
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern AnalysisCode1
Constrained unsupervised anomaly 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