OpenCodePapers

knowledge-distillation-on-coco

Model CompressionKnowledge Distillation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
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