Aerial Object Detection on HRSC 2016
90.75mAP (2007)PKINet-v2-S
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PKINet-v2-S#P=30.7M, FLOPs=173G2026.03 | 90.75 | 98.84 | |
| PKINet-v1-S#P=30.8M, FLOPs=184G2026.03 | 90.7 | 98.54 | |
| LSKNet-S#P=31.0M, FLOPs=161G2026.03 | 90.65 | 98.46 | |
| RTMDet#P=54.0M, FLOPs=205G2026.03 | 90.6 | 97.1 | |
| Strip RCNN-S#P=30.5M, FLOPs=159G2026.03 | 90.6 | 98.7 | |
| O-RCNN#P=41.1M, FLOPs=199G2026.03 | 90.5 | 97.6 | |
| ReDet#P=31.6M2026.03 | 90.46 | 97.63 | |
| O-RepPoints#P=36.6M, FLOPs=194G2026.03 | 90.38 | 97.26 | |
| AOPG2026.03 | 90.34 | 96.22 | |
| S2ANet#P=38.6M, FLOPs=198G2026.03 | 90.17 | 95.01 | |
| GWD#P=47.4M, FLOPs=456G2026.03 | 89.85 | 97.37 | |
| DAL#P=36.4M, FLOPs=216G2026.03 | 89.77 | — | |
| CSLBackbone=FPN2020.03 | 89.62 | 96.1 | |
| GCLBackbone=FPN2020.03 | 89.56 | 96.02 | |
| R3Det#P=41.9M, FLOPs=336G2026.03 | 89.26 | 96.01 | |
| baselineBackbone=FPN2020.03 | 88.33 | 94.7 | |
| G.V.#P=41.1M2026.03 | 88.2 | — | |
| RoI Trans.#P=55.1M, FLOPs=200G2026.03 | 86.2 | — | |
| CenterMap#P=41.1M, FLOPs=198G2026.03 | — | 92.8 | |
| DRN2026.03 | — | 92.7 |