Object Detection on DIOR-R (test)

68.4mAPLEGNet-S

Evaluation Results

Method
LEGNet-S2025.03	68.4	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
PKINet-S2025.03	67.03	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
DCFL2025.03	66.8	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
Oriented Rep2025.03	66.71	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
LSKNet-S2025.03	65.9	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
RoI Trans.2025.03	63.87	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
G.V.2025.03	60.06	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
FR-O2025.03	59.54	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
Oriented R-CNN2022.08	0.7105	0.812	0.5471	0.8112	0.8813	0.5183	0.7993	0.3679	0.7606	0.8923	0.783	0.8446	0.4729	0.6501	0.8119	0.8217	0.7069	0.9003	0.6675	0.5073	0.654
Oriented R-CNN2022.08	0.7095	0.8105	0.5098	0.8104	0.879	0.5148	0.8063	0.4096	0.7591	0.8873	0.7884	0.8392	0.4658	0.6457	0.8117	0.8262	0.7098	0.8986	0.6576	0.5036	0.6572
Oriented R-CNN2022.08	0.7085	0.8092	0.4988	0.8105	0.8852	0.5152	0.8017	0.3787	0.7596	0.8883	0.7846	0.8401	0.4653	0.6418	0.8121	0.8404	0.7134	0.8999	0.6541	0.5053	0.6649
Oriented R-CNN2022.08	0.7081	0.8126	0.5226	0.811	0.8847	0.5135	0.8018	0.374	0.7529	0.8892	0.7752	0.8433	0.4731	0.6373	0.8118	0.8303	0.7113	0.9004	0.6501	0.5081	0.6582
Oriented R-CNN2022.08	0.7067	0.811	0.4886	0.8113	0.8827	0.5102	0.7991	0.3912	0.7469	0.886	0.7783	0.8353	0.4648	0.6414	0.8119	0.8405	0.7147	0.8997	0.6573	0.5058	0.6562
Oriented R-CNN2022.08	0.7048	0.812	0.5068	0.8095	0.8741	0.5127	0.8087	0.3461	0.764	0.8832	0.7821	0.8331	0.4584	0.6402	0.8123	0.8287	0.7131	0.8986	0.6466	0.5084	0.6581
Oriented R-CNN2022.08	0.684	0.813	0.4673	0.8109	0.8762	0.4738	0.7979	0.3199	0.6972	0.8671	0.7623	0.8213	0.4247	0.6045	0.812	0.8011	0.6275	0.8975	0.6456	0.5077	0.6533
Oriented R-CNN2022.08	0.6665	0.8104	0.4186	0.8079	0.8139	0.4483	0.7835	0.3512	0.6767	0.8485	0.7544	0.808	0.3765	0.5933	0.8115	0.787	0.6287	0.8983	0.5617	0.4987	0.6536
DODet2022.08	0.651	0.634	0.4335	0.7211	0.8132	0.4312	0.7259	0.3332	0.7877	0.7084	0.7415	0.7547	0.48	0.5931	0.8541	0.7404	0.7156	0.8152	0.5547	0.5186	0.664
AOPG2022.08	0.6441	0.6239	0.3779	0.7162	0.8763	0.409	0.7247	0.3108	0.6542	0.7799	0.732	0.8194	0.4232	0.5445	0.8117	0.7269	0.7131	0.8149	0.6004	0.5238	0.6999
ROI Trans.2022.08	0.6387	0.6334	0.3788	0.7178	0.8753	0.4068	0.726	0.2686	0.7871	0.6809	0.6896	0.8274	0.4771	0.5561	0.8121	0.7823	0.7026	0.8161	0.5486	0.4327	0.6552
Gilding Vertex2022.08	0.6006	0.6535	0.2887	0.7496	0.8133	0.3388	0.7431	0.1958	0.7072	0.647	0.723	0.7868	0.3722	0.4964	0.8022	0.6926	0.6113	0.8149	0.4476	0.4771	0.6504
Faster R-CNN-O2022.08	0.5954	0.6279	0.268	0.7172	0.8091	0.342	0.7257	0.1895	0.6645	0.6575	0.6663	0.7924	0.3495	0.4879	0.8114	0.6434	0.7121	0.8144	0.4731	0.5046	0.6521
RetinaNet-O2022.08	0.5755	0.6149	0.2852	0.7357	0.8117	0.2398	0.7254	0.1994	0.7239	0.582	0.6925	0.7954	0.3214	0.4487	0.7771	0.6757	0.6109	0.8146	0.4733	0.3801	0.6024