SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water

Benchmark Model Rank Results
object-detection-on-seadronesseeCenterNet Hourglass104–mAP@0.5: 50.32
object-detection-on-seadronesseeCenterNet ResNet101–mAP@0.5: 36.42
object-detection-on-seadronesseeCenterNet ResNet18–mAP@0.5: 21.84
object-detection-on-seadronesseeEfficientDet D0–mAP@0.5: 37.11
object-detection-on-seadronesseeFaster R-CNN ResNeXt-101-FPN–mAP@0.5: 54.66
object-detection-on-seadronesseeFaster RCNN ResNet50FPN–mAP@0.5: 30.09