SOTAVerified

Semi-Supervised Instance Segmentation

Papers

Showing 110 of 19 papers

TitleStatusHype
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask RepresentationCode1
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask LearningCode1
CenterMask : Real-Time Anchor-Free Instance SegmentationCode1
ContrastMask: Contrastive Learning to Segment Every ThingCode1
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance SegmentationCode1
Test-time Adaptation with Slot-Centric ModelsCode1
Guided Distillation for Semi-Supervised Instance SegmentationCode1
Learning Saliency Propagation for Semi-Supervised Instance SegmentationCode1
Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation?Code1
Pseudo-label Alignment for Semi-supervised Instance SegmentationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Guided Distillation (ResNet50)mask AP35Unverified
2Polite Teacher (ResNet50)mask AP30.08Unverified
3CenterMask2 (ResNet50)mask AP22.08Unverified
#ModelMetricClaimedVerifiedStatus
1Guided Distillation (ResNet50)mask AP21.5Unverified
2Polite Teacher (ResNet50)mask AP18.33Unverified
3CenterMask2 (ResNet50)mask AP10.07Unverified
#ModelMetricClaimedVerifiedStatus
1Guided Distillation (ResNet50)mask AP25.3Unverified
2Polite Teacher (ResNet50)mask AP22.28Unverified
3CenterMask2 (ResNet50)mask AP13.46Unverified
#ModelMetricClaimedVerifiedStatus
1Guided Distillation (ResNet50)mask AP29.9Unverified
2Polite Teacher (ResNet50)mask AP26.46Unverified
3CenterMask2 (ResNet50)mask AP18.04Unverified
#ModelMetricClaimedVerifiedStatus
1CASTAP16.7Unverified