SOTAVerified

Weakly-supervised instance segmentation

Papers

Showing 3139 of 39 papers

TitleStatusHype
Quantification of cardiac capillarization in single-immunostained myocardial slices using weakly supervised instance segmentation0
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous DrivingCode0
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical InstrumentsCode0
Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient ImagesCode0
Fine-grained Background Representation for Weakly Supervised Semantic SegmentationCode0
BoxInst: High-Performance Instance Segmentation with Box AnnotationsCode0
BAISeg: Boundary Assisted Weakly Supervised Instance SegmentationCode0
Weakly Supervised Instance Segmentation using the Bounding Box Tightness PriorCode0
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