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Object Detection on DIOR-R (test)

68.4mAP

LEGNet-S

Updated 4d ago

Evaluation Results

Method	Links
LEGNet-S 2025.03		68.4	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PKINet-S 2025.03		67.03	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DCFL 2025.03		66.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Oriented Rep 2025.03		66.71	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
LSKNet-S 2025.03		65.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RoI Trans. 2025.03		63.87	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
G.V. 2025.03		60.06	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
FR-O 2025.03		59.54	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Oriented R-CNN 2022.08		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-CNN 2022.08		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-CNN 2022.08		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-CNN 2022.08		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-CNN 2022.08		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-CNN 2022.08		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-CNN 2022.08		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-CNN 2022.08		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
DODet 2022.08		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
AOPG 2022.08		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 Vertex 2022.08		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-O 2022.08		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-O 2022.08		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