SOTAVerified

Segmentation

Papers

Showing 28112820 of 13072 papers

TitleStatusHype
Label-Efficient Learning on Point Clouds using Approximate Convex DecompositionsCode1
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point CloudsCode1
Superpixel Segmentation with Fully Convolutional NetworksCode1
Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge DetectionCode1
Generalizable Model-agnostic Semantic Segmentation via Target-specific NormalizationCode1
Learning What to Learn for Video Object SegmentationCode1
Learning Dynamic Routing for Semantic SegmentationCode1
EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention FusionCode1
Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic ImagesCode1
Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and DetectionCode1
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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