ML Research Wiki / Benchmarks / Object Detection / SeaDronesSee

SeaDronesSee

Object Detection Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: [email protected]

Top Performing Models

Rank Model Paper [email protected] Date Code
1 Synth Pretrained Faster R-CNN ResNeXt-101-FPN 📚 Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles 59.20 2021-12-22 📦 Eisbaer8/DeepGTAV
2 Synth Pretrained Yolo5 📚 Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles 59.08 2021-12-22 📦 Eisbaer8/DeepGTAV
3 Yolo 5 Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles 54.74 2021-12-22 📦 Eisbaer8/DeepGTAV
4 Faster R-CNN ResNeXt-101-FPN SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water 54.66 2021-05-05 -
5 CenterNet Hourglass104 SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water 50.32 2021-05-05 -
6 Synth Pretrained EffDetD0 📚 Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles 38.74 2021-12-22 📦 Eisbaer8/DeepGTAV
7 EfficientDet D0 SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water 37.11 2021-05-05 -
8 CenterNet ResNet101 SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water 36.42 2021-05-05 -
9 Faster RCNN ResNet50FPN SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water 30.09 2021-05-05 -
10 CenterNet ResNet18 SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water 21.84 2021-05-05 -

All Papers (10)

Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles

2021
Synth Pretrained Faster R-CNN ResNeXt-101-FPN
Eisbaer8/DeepGTAV
Eisbaer8/DeepGTAV
Eisbaer8/DeepGTAV
Eisbaer8/DeepGTAV