SOTAVerified

Segmentation

Papers

Showing 25812590 of 13072 papers

TitleStatusHype
Code-free development and deployment of deep segmentation models for digital pathologyCode1
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resectionsCode1
Aerial Imagery Pixel-level SegmentationCode1
EfficientPS: Efficient Panoptic SegmentationCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
PaintSeg: Training-free Segmentation via PaintingCode1
Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical VideoCode1
Efficient Multi-Task RGB-D Scene Analysis for Indoor EnvironmentsCode1
A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive PropertiesCode1
PaCa-ViT: Learning Patch-to-Cluster Attention in Vision TransformersCode1
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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