Object Detection on SARDet-100K (test)

63.3MAPBabelRS

Evaluation Results

Method
BabelRS2026.03	63.3	91.7	—	—	—	—	—	—	—	—	—	—
SM3Det2026.03	60.64	89.94	—	—	—	—	—	—	—	—	—	—
DenoDet2024.06	55.88	85.81	60.16	50.63	68.47	60.96	64.91	57.36	63.66	45.79	36.39	67.17
GFL2024.06	55.01	85.16	58.87	49.44	67.29	60.45	63.92	57.63	62.29	44.8	36.41	65.04
ATSS2024.06	54.95	87.6	58.25	49.89	67.94	58.97	61.53	55.94	61.77	46.2	37.22	67.48
TOOD2024.06	54.65	86.88	58.41	50.2	66.72	58.6	62.28	55.61	62.53	45.96	36.64	65.24
DDOD2024.06	54.02	86.64	57.23	49.33	64.7	58.02	62.39	56.08	62.48	43.98	36.34	62.87
AutoAssign2024.06	53.95	89.58	55.96	50.14	63.4	54.73	62.03	55.7	61.69	48.55	38.25	57.45
CenterNet2024.06	53.91	86.17	57.31	48.88	66.22	57.74	61.24	56.35	61.74	45.31	35.91	63.29
ConvNeXtV22024.06	53.91	86.01	58.9	47.63	64.67	59.57	61.48	55.83	63.23	39.65	39.16	64.09
DA2026.03	53.86	84.93	—	—	—	—	—	—	—	—	—	—
UniDet2026.03	53.81	84.7	—	—	—	—	—	—	—	—	—	—
Cascade R-CNN2024.06	53.55	87.33	56.81	49.09	62.89	48.68	66.99	56.43	63.25	44.35	36.89	53.81
Simple Joint Training2026.03	53.46	84.11	—	—	—	—	—	—	—	—	—	—
Uncertainty loss2026.03	53.43	84.81	—	—	—	—	—	—	—	—	—	—
ConvNeXt2024.06	53.15	85.52	57.28	45.67	64.55	58.61	60.55	57.35	62.13	38.12	36.81	63.95
VFNet2024.06	53.01	84.32	56.32	47.37	65.39	57.99	62.14	55.84	61.97	42.08	34.11	62.28
FCOS2024.06	52.52	85.82	54.93	47.01	66.13	57.82	59.79	55.44	60.75	41.78	34.17	63.44
LSKNet2024.06	52.39	85.07	56.96	45.15	63.59	59.16	59.33	56.76	62.74	36.09	35.01	64.38
PAA2024.06	52.2	85.71	54.8	46	63.9	57.61	60.16	56.17	60.09	41.07	35.96	60.12
Libra R-CNN2024.06	52.09	83.54	55.81	45.85	63.52	55.4	61.32	54.03	61.56	38.12	35.97	61.5
Deformable DETR2024.06	52	88.77	54.03	46.99	63.58	58.55	60.94	54.16	61.22	39.14	36.09	60.46
RepPoints2024.06	51.66	86.43	53.99	46.66	63.26	53.78	60.85	55.5	61.13	40.69	35.12	56.71
Grid R-CNN2024.06	50.05	80.58	53.49	42.43	62.01	52.7	60.43	55.61	61.94	36.03	31.16	55.13
Dynamic R-CNN2024.06	49.75	80.96	53.91	43.12	59.72	54.77	61.32	53.86	60	33.68	34.4	55.25
RetinaNet2024.06	46.48	77.74	48.94	40.25	59.35	50.26	55.36	54	60.88	32.72	24.81	51.12
PVT-T2024.06	46.1	77.55	49	38.01	59.53	53.35	53.3	52.91	59.03	30.2	22.51	59.11
DETR2024.06	45.73	78.57	46.87	37.01	58.16	55.58	54.94	51.17	50.11	26.06	32.8	59.31
Conditional DETR2024.06	44.04	77.88	44.4	35.25	56.47	52.86	52.77	49.58	51	22.73	29.98	58.16
DAB-DETR2024.06	43.31	78.14	43.1	34.82	56.34	52.62	53.16	50.32	49.47	24.06	28.47	55.07
YOLOF2024.06	42.83	74.95	43.18	33.73	56.19	53.57	52.62	52.64	52.71	22.86	23.74	52.42
Faster R-CNN2024.06	39.22	70.04	39.87	32.55	47.23	42.02	50.45	50.36	57.82	24.9	18.69	33.11
YOLOX2024.06	34.08	66.77	31.31	28.49	43.06	28.95	46.08	46.83	53.43	26.26	13.14	18.95