SOTAVerified

Weakly-supervised instance segmentation

Papers

Showing 110 of 39 papers

TitleStatusHype
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels0
Fine-grained Background Representation for Weakly Supervised Semantic SegmentationCode0
BAISeg: Boundary Assisted Weakly Supervised Instance SegmentationCode0
Boosting Box-supervised Instance Segmentation with Pseudo Depth0
Complete Instances Mining for Weakly Supervised Instance SegmentationCode1
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous DrivingCode0
Quantification of cardiac capillarization in single-immunostained myocardial slices using weakly supervised instance segmentation0
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical InstrumentsCode0
Synthetic Instance Segmentation from Semantic Image Segmentation MasksCode1
ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations0
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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