ML Research Wiki / Benchmarks / Knowledge Distillation / PASCAL VOC

PASCAL VOC

Knowledge Distillation Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: mAP

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Model	Paper	mAP	Date	Actions
LSHFM (T: ResNet101 S: ResNet50)	Distilling Knowledge by Mimicking Features	93.17	2020-11-03
LSHFM (T: ResNet101 S: MobileNetV2)	Distilling Knowledge by Mimicking Features	90.14	2020-11-03

Rank	Model	Paper	mAP	Date	Code
1	LSHFM (T: ResNet101 S: ResNet50)	Distilling Knowledge by Mimicking Features	93.17	2020-11-03	📦 DoctorKey/LSHFM.singleclassification 📦 DoctorKey/LSHFM.detection 📦 DoctorKey/LSHFM.multiclassification
2	LSHFM (T: ResNet101 S: MobileNetV2)	Distilling Knowledge by Mimicking Features	90.14	2020-11-03	📦 DoctorKey/LSHFM.singleclassification 📦 DoctorKey/LSHFM.detection 📦 DoctorKey/LSHFM.multiclassification

2020

LSHFM (T: ResNet101 S: ResNet50)

DoctorKey/LSHFM.singleclassification DoctorKey/LSHFM.detection DoctorKey/LSHFM.multiclassification

2020

LSHFM (T: ResNet101 S: MobileNetV2)

DoctorKey/LSHFM.singleclassification DoctorKey/LSHFM.detection DoctorKey/LSHFM.multiclassification