SOTAVerified

Weakly-supervised instance segmentation

Papers

Showing 2130 of 39 papers

TitleStatusHype
Learning Instance Activation Maps for Weakly Supervised Instance Segmentation0
Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation0
Weakly Supervised Instance Segmentation by Deep Community Learning0
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances0
Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency0
Weakly Supervised Instance Segmentation Using Hybrid Network0
Weakly Supervised Instance Segmentation using Motion Information via Optical Flow0
Weakly Supervised Multi-Object Tracking and Segmentation0
Weakly-Supervised Text Instance Segmentation0
Acquire, Augment, Segment & Enjoy: Weakly Supervised Instance Segmentation of Supermarket Products0
Show:102550
← PrevPage 3 of 4Next →

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