An Analysis of Scale Invariance in Object Detection - SNIP

Benchmark Model Rank Results
object-detection-on-cocoD-RFCN + SNIP (DPN-98 with flip, multi-scale)box mAP: 45.7AP50: 67.3AP75: 51.1APS: 29.3APM: 48.8APL: 57.1
object-detection-on-cocoD-RFCN + SNIP (ResNet-101, multi-scale)box mAP: 43.4AP50: 65.5AP75: 48.4APS: 27.2APM: 46.5APL: 54.9