Object Detection on TIANGONG2-RICE (test)
62.9mAPDINO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DINOAccepted By=ICLR2023, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 62.9 | 82.5 | 68.3 | 64.9 | 69.3 | 14.1 | |
| DINOAccepted By=ICLR2023, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 57.3 | 80 | 62.2 | 64.7 | 63.7 | 10 | |
| ATSSAccepted By=CVPR2020, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 55.7 | 78.5 | 59 | 64.5 | 58.9 | 2.9 | |
| Libra RCNNAccepted By=IJCV2021, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 55.4 | 79.7 | 60.3 | 63.3 | 56.5 | 11.1 | |
| ATSSAccepted By=CVPR2020, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 54.9 | 82.1 | 59.5 | 63.9 | 58.4 | 6.7 | |
| Libra RCNNAccepted By=IJCV2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 53.4 | — | 58.9 | 62.5 | 55.1 | 6.2 | |
| FSAFAccepted By=CVPR2019, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 53.1 | 80.3 | 55.2 | 61.6 | 56.4 | 1.9 | |
| Dynamic RCNNAccepted By=ECCV2020, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 52.1 | 80.4 | 55.6 | 59.3 | 55.5 | 4.8 | |
| DoubleHeadAccepted By=CVPR2020, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 51.9 | 75 | 59.4 | 62.9 | 53 | 9 | |
| Faster RCNNAccepted By=TPAMI2017, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 51.8 | 77.6 | 56.4 | 61.7 | 54.4 | 9.6 | |
| Faster RCNNAccepted By=TPAMI2017, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 49.1 | 77.6 | 53.4 | 56.4 | 51.5 | 6.8 | |
| DoubleHeadAccepted By=CVPR2020, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 48.6 | 77.5 | 51.8 | 55.3 | 50 | 5.8 | |
| FoveaBoxAccepted By=TIP2020, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 47.8 | 74.8 | 50.5 | 60.6 | 51.7 | 6.4 | |
| FSAFAccepted By=CVPR2019, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 44.9 | 77 | 43.2 | 54.4 | 48.1 | 1.3 | |
| FoveaBoxAccepted By=TIP2020, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 43.4 | 74.9 | 44.3 | 59.7 | 46.3 | 1.9 | |
| RetinaNetAccepted By=TPAMI2021, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 41.5 | 80.1 | 35.9 | 55.1 | 47.9 | 2 | |
| GFLAccepted By=NeurIPS2020, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 28.5 | 61.4 | 25.3 | 30.8 | 41.7 | 4.6 | |
| RetinaNetAccepted By=TPAMI2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 23.2 | 63 | 9.8 | 47.2 | 28.2 | 0.3 | |
| FCOSAccepted By=ICCV2019, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 18 | 53.3 | 6.4 | 33.1 | 23.4 | 0.5 | |
| DAB-DETRAccepted By=ICLR2022, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 12.5 | 38.4 | 6.1 | 13.5 | 20.5 | 0.1 | |
| FCOSAccepted By=ICCV2019, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 9.1 | 37.1 | 0.8 | 23.5 | 15.3 | 1.2 | |
| DyHeadAccepted By=CVPR2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 3 | 11.3 | 0.6 | 7.1 | 22.1 | 0.1 |