SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water

Benchmark Model Rank Results
object-detection-on-seadronesseeCenterNet Hourglass104mAP@0.5: 50.32
object-detection-on-seadronesseeCenterNet ResNet101mAP@0.5: 36.42
object-detection-on-seadronesseeCenterNet ResNet18mAP@0.5: 21.84
object-detection-on-seadronesseeEfficientDet D0mAP@0.5: 37.11
object-detection-on-seadronesseeFaster R-CNN ResNeXt-101-FPNmAP@0.5: 54.66
object-detection-on-seadronesseeFaster RCNN ResNet50FPNmAP@0.5: 30.09