SOTAVerified

Weakly-supervised instance segmentation

Papers

Showing 2130 of 39 papers

TitleStatusHype
Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient ImagesCode0
BAISeg: Boundary Assisted Weakly Supervised Instance SegmentationCode0
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels0
Associating Inter-Image Salient Instances for Weakly Supervised Semantic Segmentation0
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation0
Boosting Box-supervised Instance Segmentation with Pseudo Depth0
ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations0
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation0
Learning Instance Activation Maps for Weakly Supervised Instance Segmentation0
Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation0
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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