Weakly Supervised Instance Segmentation On 2
Metriken
AP
AP@50
AP@75
AP@L
AP@M
AP@S
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Modellname | AP | AP@50 | AP@75 | AP@L | AP@M | AP@S | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|
| BoxInst (ResNet-50-FPN) | 32.1 | 55.1 | 32.4 | 43.5 | 34.3 | 15.6 | BoxInst: High-Performance Instance Segmentation with Box Annotations | |
| DiscoBox (ResNet-101-DCN-FPN) | 35.8 | 59.8 | 36.4 | 52.1 | 38.7 | 16.9 | DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision | - |
| BoxInst (ResNet-101-BiFPN) | 33.9 | 57.7 | 34.5 | 46.6 | 36.1 | 16.5 | BoxInst: High-Performance Instance Segmentation with Box Annotations | |
| DiscoBox (ResNeXt-101-DCN-FPN) | 37.9 | 61.4 | 40.0 | 53.9 | 41.1 | 18.0 | DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision | - |
| BoxInst (ResNet-101-FPN) | 33.2 | 56.5 | 33.6 | 45.1 | 35.3 | 16.2 | BoxInst: High-Performance Instance Segmentation with Box Annotations | |
| BoxInst (ResNet-101-DCN-BiFPN) | 35.0 | 59.3 | 35.6 | 48.9 | 37.2 | 17.1 | BoxInst: High-Performance Instance Segmentation with Box Annotations | |
| DiscoBox (ResNet-50-FPN) | 32.0 | 53.6 | 32.6 | 48.4 | 33.7 | 11.7 | DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision | - |
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