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Horizontal Object Detection on DOTA v1.0 (test)

0.9018AP (Plane)

SCRDet

Updated 4d ago

Evaluation Results

Method
SCRDet 2018.11	0.9018	0.8188	0.553	0.7329	0.7209	0.7765	0.7806	0.9091	0.8244	0.8639	0.6453	0.6345	0.7577	0.7821	0.6011	0.7535
SCRDet 2020.04	0.9018	0.8188	0.553	0.7329	0.7209	0.7765	0.7806	0.9091	0.8244	0.8639	0.6453	0.6345	0.7577	0.7821	0.6011	0.7535
FADet 2020.04	0.9015	0.786	0.5192	0.7523	0.736	0.7127	0.8141	0.9085	0.8394	0.8477	0.5891	0.6565	0.7692	0.7936	0.6817	0.7538
SCRDet++ (FPN) 2020.04	0.9001	0.8232	0.6194	0.6862	0.6962	0.8117	0.7883	0.9086	0.8632	0.851	0.651	0.6112	0.7769	0.8068	0.6425	0.7624
ICN 2018.11	0.9	0.777	0.534	0.733	0.735	0.65	0.782	0.908	0.791	0.848	0.572	0.621	0.735	0.702	0.581	0.725
ICN 2020.04	0.9	0.777	0.534	0.733	0.735	0.65	0.782	0.908	0.791	0.848	0.572	0.621	0.735	0.702	0.581	0.725
SCRDet++ (FPN) 2020.04	0.9	0.8625	0.6504	0.7452	0.7293	0.8417	0.7905	0.9072	0.8737	0.8706	0.721	0.6672	0.8264	0.8057	0.7107	0.7935
A2RMNet 2020.04	0.8984	0.8339	0.6006	0.7346	0.7925	0.8307	0.8788	0.909	0.8702	0.8735	0.6074	0.6905	0.7988	0.7974	0.6517	0.7845
Mask OBB 2020.04	0.8969	0.8707	0.5851	0.7204	0.7821	0.7147	0.852	0.8955	0.8471	0.8676	0.5438	0.7021	0.7898	0.7746	0.704	0.7698
SBL 2020.04	0.8915	0.6604	0.4679	0.5256	0.7306	0.6613	0.7866	0.9085	0.674	0.7222	0.3988	0.5689	0.6958	0.6773	0.3474	0.6477
FMSSD 2020.04	0.8911	0.8151	0.4822	0.6794	0.6923	0.7356	0.7687	0.9071	0.8267	0.7333	0.5265	0.6752	0.7237	0.8057	0.6015	0.7243
FPN 2018.11	0.887	0.751	0.526	0.592	0.694	0.788	0.845	0.906	0.813	0.826	0.525	0.621	0.766	0.663	0.601	0.72
IoU-Adapt R-CNN 2020.04	0.8862	0.8022	0.5318	0.6697	0.763	0.7259	0.8407	0.9066	0.8095	0.7624	0.5712	0.6665	0.8408	0.6636	0.5685	0.7272
EFR 2020.04	0.8836	0.839	0.4578	0.6724	0.768	0.7715	0.8535	0.9077	0.8555	0.7577	0.5464	0.6076	0.714	0.779	0.6094	0.7349
SCRDet++ (RetinaNet) 2020.04	0.8789	0.8464	0.5694	0.6803	0.7467	0.7875	0.785	0.908	0.856	0.8498	0.5356	0.5675	0.7666	0.7508	0.6275	0.7437
FR-H 2018.11	0.8032	0.7755	0.3286	0.6813	0.5366	0.5249	0.5004	0.9041	0.7505	0.5959	0.57	0.4981	0.6169	0.5646	0.4185	0.6046
FR-H 2020.04	0.8032	0.7755	0.3286	0.6813	0.5366	0.5249	0.5004	0.9041	0.7505	0.5959	0.57	0.4981	0.6169	0.5646	0.4185	0.6046
R-FCN 2018.11	0.7933	0.4426	0.3658	0.5353	0.3938	0.3415	0.4729	0.4566	0.4774	0.6584	0.3792	0.4423	0.4723	0.5064	0.349	0.4724
YOLOv2 2018.11	0.769	0.3387	0.2273	0.3488	0.3873	0.3202	0.5237	0.6165	0.4854	0.3391	0.2927	0.3683	0.3644	0.3826	0.1161	0.392
SSD 2018.11	0.4474	0.1121	0.0622	0.0691	0.02	0.1024	0.1134	0.1559	0.1256	0.1794	0.1473	0.0455	0.0455	0.0053	0.0101	0.1094