Synth Pretrained Faster R-CNN ResNeXt-101-FPN

Reported on 5 benchmarks across 5 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

3DonSeaDronesSee
mAP@0.5· uses extra data· 2021-12-22
59.2
SOTA
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles arXiv:2112.12252
2D ClassificationonSeaDronesSee
mAP@0.5· uses extra data· 2021-12-22
59.2
SOTA
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles arXiv:2112.12252
2D Object DetectiononSeaDronesSee
mAP@0.5· uses extra data· 2021-12-22
59.2
SOTA
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles arXiv:2112.12252
16konSeaDronesSee
mAP@0.5· uses extra data· 2021-12-22
59.2
SOTA
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles arXiv:2112.12252

Computer Vision1 result

Object DetectiononSeaDronesSee
mAP@0.5· uses extra data· 2021-12-22
59.2
SOTA
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles arXiv:2112.12252