OpenCodePapers

knowledge-distillation-on-coco

Knowledge Distillation
Results over time
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PaperCodebox APmask APmAPModelNameReleaseDate
Focal and Global Knowledge Distillation for Detectors✓ Link47.6ADLIK-Faster (T: Faster R-CNN vit-base S: Faster R-CNN deit-small)2021-11-23
Focal and Global Knowledge Distillation for Detectors✓ Link42.4ADLIK-Mask (T: Mask R-CNN vit-base S: Mask R-CNN deit-small)2021-11-23
Distilling Knowledge by Mimicking Features✓ Link77.16LSHFM (T: ResNet101 S: ResNet50)2020-11-03
Distilling Knowledge by Mimicking Features✓ Link73.73LSHFM (T: ResNet101 S: MobileNetV2)2020-11-03