SOTAVerified

Weakly-supervised instance segmentation

Papers

Showing 2639 of 39 papers

TitleStatusHype
Weakly Supervised Multi-Object Tracking and Segmentation0
Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation0
BoxInst: High-Performance Instance Segmentation with Box AnnotationsCode0
Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance SegmentationCode1
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances0
Weakly Supervised Instance Segmentation by Deep Community Learning0
Weakly Supervised Instance Segmentation using the Bounding Box Tightness PriorCode0
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation0
Learning Instance Activation Maps for Weakly Supervised Instance Segmentation0
Weakly Supervised Instance Segmentation Using Hybrid Network0
Associating Inter-Image Salient Instances for Weakly Supervised Semantic Segmentation0
Weakly- and Semi-Supervised Panoptic SegmentationCode1
Acquire, Augment, Segment & Enjoy: Weakly Supervised Instance Segmentation of Supermarket Products0
Weakly Supervised Instance Segmentation using Class Peak ResponseCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DiscoBox (ResNeXt-101-DCN-FPN)AP37.9Unverified
2DiscoBox (ResNet-101-DCN-FPN)AP35.8Unverified
3BoxInst (ResNet-101-DCN-BiFPN)AP35Unverified
4BoxInst (ResNet-101-BiFPN)AP33.9Unverified
5BoxInst (ResNet-101-FPN)AP33.2Unverified
6BoxInst (ResNet-50-FPN)AP32.1Unverified
7DiscoBox (ResNet-50-FPN)AP32Unverified
#ModelMetricClaimedVerifiedStatus
1CIM + Mask R-CNNmAP@0.2568.7Unverified
2BESTIE (point label, proposal-free)mAP@0.2566.4Unverified
3BBAMAverage Best Overlap63Unverified
4BESTIE (image-level label, proposal-free)mAP@0.2561.2Unverified
5LIIDAverage Best Overlap50.8Unverified
6WSIS_CLAverage Best Overlap48.2Unverified
#ModelMetricClaimedVerifiedStatus
1DiscoBox (ResNet-50)AP31.4Unverified
2BBTP (ResNet-101)AP21.1Unverified