Object Detection on NWPU VHR-10 (test)
95.01mAPICN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ICNtrain data=NWUH VHR-102018.07 | 95.01 | — | — | — | — | — | |
| TeacherParams(MB)=30.7, BOPs(G)=21,3572022.12 | 93.3 | — | — | — | — | — | |
| TeacherParams(MB)=127, BOPs(G)=122,2342022.12 | 93.21 | — | — | — | — | — | |
| GHOSTParams(MB)=8.5, BOPs(G)=1,9272022.12 | 91.97 | — | — | — | — | — | |
| ARSDParams(MB)=46, BOPs(G)=27,2892022.12 | 90.92 | — | — | — | — | — | |
| ATSSParams(MB)=75, BOPs(G)=92,0572022.12 | 90.5 | — | — | — | — | — | |
| FCOSParams(MB)=127, BOPs(G)=119,4292022.12 | 89.65 | — | — | — | — | — | |
| RetainNetParams(MB)=145, BOPs(G)=126,2282022.12 | 89.4 | — | — | — | — | — | |
| GFLParams(MB)=76, BOPs(G)=93,9312022.12 | 88.8 | — | — | — | — | — | |
| YOLOv3Params(MB)=246, BOPs(G)=124,1802022.12 | 88.3 | — | — | — | — | — | |
| ShuffleNetParams(MB)=48, BOPs(G)=84,1422022.12 | 83 | — | — | — | — | — | |
| ICNtrain data=DOTA2018.07 | 82.23 | — | — | — | — | — | |
| Faster R-CNNParams(MB)=164, BOPs(G)=130,7642022.12 | 77.8 | — | — | — | — | — | |
| MobileNetV2Params(MB)=41, BOPs(G)=73,2052022.12 | 76.9 | — | — | — | — | — | |
| Cheng et al.train data=NWUH VHR-102018.07 | 72.63 | — | — | — | — | — | |
| LSKNet2026.04 | 59.76 | 84.56 | 63.17 | 50.87 | 66.73 | 80.91 | |
| HMR-Net2026.04 | 59.48 | 84.32 | 63.91 | 50.98 | 67.34 | 81.24 | |
| ORFENet2026.04 | 59.02 | 84.38 | 63.05 | 51.13 | 66.82 | 80.34 | |
| MoCaE2026.04 | 58.16 | 83.34 | 62.37 | 46.31 | 65.19 | 79.84 | |
| AFD2026.04 | 56.23 | 82.15 | 60.2 | 45.16 | 64.03 | 78.92 | |
| DAMEX2026.04 | 55.89 | 81.24 | 58.32 | 42.74 | 62.34 | 78.06 | |
| Me R-CNN2026.04 | 54.47 | 80.16 | 57.86 | 41.66 | 61.63 | 77.68 | |
| RTMDet2026.04 | 54.34 | 80.02 | 57.91 | 41.52 | 61.45 | 77.4 | |
| H2RBox2026.04 | 54.16 | 79.33 | 56.84 | 42.31 | 60.92 | 77.62 | |
| CR-CNN2026.04 | 52.68 | 78.49 | 54.13 | 38.44 | 59.33 | 76.18 | |
| FR-CNN2026.04 | 51.42 | 77.53 | 52.16 | 37.63 | 58.02 | 75.24 |