Object Detection on FAIR1M v2.0
47.53mAP50BHCL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BHCLBackbone=ResNet-50, Input Resolution=1024x10242025.12 | 47.53 | — | |
| DRNetBackbone=ResNet-50, Input Resolution=1024x10242025.12 | 47.04 | — | |
| PETDetBackbone=ResNet-50, Input Resolution=1024x10242025.12 | 46.1 | — | |
| SFRNetBackbone=ResNet-50, Input Resolution=1024x10242025.12 | 45.68 | — | |
| RoI Trans. + COBB-ln-sigbackbone=RoI Trans., variant=ln-sig2024.02 | 44.78 | — | |
| PCLDetBackbone=ResNet-50, Input Resolution=1024x10242025.12 | 44.66 | — | |
| RoI Trans. + COBB-ln-lnbackbone=RoI Trans., variant=ln-ln2024.02 | 44.54 | — | |
| RoI Trans. + COBB-sig-sigbackbone=RoI Trans., variant=sig-sig2024.02 | 44.42 | — | |
| ORCNNBackbone=ResNet-50, Input Resolution=1024x10242025.12 | 44.29 | — | |
| RoITransBackbone=ResNet-50, Input Resolution=1024x10242025.12 | 44.11 | — | |
| RoI Trans.baseline=true2024.02 | 43.93 | — | |
| Oriented R-CNN + COBB-lnbackbone=Oriented R-CNN, variant=ln2024.02 | 43.43 | — | |
| Oriented R-CNN + COBB-sigbackbone=Oriented R-CNN, variant=sig2024.02 | 43.31 | — | |
| Oriented R-CNNbaseline=true2024.02 | 42.9 | — | |
| Rotated Faster R-CNN + COBB-lnbackbone=Rotated Faster R-CNN, variant=ln2024.02 | 41.23 | — | |
| Rotated Faster R-CNN + COBB-sigbackbone=Rotated Faster R-CNN, variant=sig2024.02 | 41.11 | — | |
| Gliding Vertexbaseline=true2024.02 | 40.82 | — | |
| GVertexBackbone=ResNet-50, Input Resolution=1024x10242025.12 | 40.33 | — | |
| Rotated Faster R-CNNbaseline=true2024.02 | 40.16 | — | |
| FRCNNBackbone=ResNet-50, Input Resolution=1024x10242025.12 | 39.37 | — | |
| CACODetection Type=Oriented, Publication=CVPR'232023.12 | — | 47.83 | |
| CMIDDetection Type=Oriented, Publication=CVPR'232023.12 | — | 50.58 | |
| GASSLDetection Type=Oriented, Publication=ICCV'212023.12 | — | 48.15 | |
| GFMDetection Type=Oriented, Publication=ICCV'232023.12 | — | 49.69 | |
| RingMo+Detection Type=Oriented, Publication=TGRS'222023.12 | — | 46.21 | |
| RVSADetection Type=Oriented, Publication=TGRS'222023.12 | — | 47.04 | |
| SatLasDetection Type=Oriented, Publication=ICCV'232023.12 | — | 46.19 | |
| SatMAEDetection Type=Oriented, Publication=NIPS'222023.12 | — | 46.55 | |
| Scale-MAEDetection Type=Oriented, Publication=ICCV'232023.12 | — | 48.31 | |
| SkySenseDetection Type=Oriented2023.12 | — | 54.57 | |
| SSL4EODetection Type=Oriented, Publication=GRSM'232023.12 | — | 49.37 | |
| TOYDetection Type=Oriented, Publication=JSTARS'232023.12 | — | 49.62 |