SOTAVerified

Segmentation

Papers

Showing 12111220 of 13072 papers

TitleStatusHype
PlaneSAM: Multimodal Plane Instance Segmentation Using the Segment Anything Model0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations0
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment0
Habaek: High-performance water segmentation through dataset expansion and inductive bias optimizationCode0
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation0
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory TreeCode4
Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentationCode1
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel 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