Object Detection on MS COCO (train val) benchmark leaderboard · SOTA2 Research

Object Detection on MS COCO (train val)

32.87APOurs

Evaluation Results

Method	Links
Ours2022.04		32.87	55.15	34.58	18.99	35.57	41.44
ENMS2022.04		32.56	54.84	34.25	18.53	35.42	40.96
DivProto2022.04		32.53	54.77	34.24	18.57	35.34	41.44
Entropy2022.04		32.36	54.69	33.97	18.67	35.25	40.63
Learn Loss2022.04		32.33	54.61	33.92	18.72	35.37	40.76
MIAL2022.04		32.27	54.69	34.04	17.72	35.27	41.86
Ours2022.04		31.99	54.18	33.51	18.09	34.39	40.54
DivProto2022.04		31.86	54.08	33.41	18.24	34.58	40.56
ENMS2022.04		31.79	54.05	33.29	18.11	34.5	40.14
MIAL2022.04		31.75	53.89	33.42	17.51	34.6	41.09
CDAL2022.04		31.75	53.57	33.38	17.75	34.53	41.23
Random2022.04		31.62	53.29	33.18	17.14	34.19	41.26
Entropy2022.04		31.47	53.59	32.95	18.01	34.16	39.76
Core-set2022.04		31.31	52.89	32.8	16.19	33.81	42.85
Learn Loss2022.04		31.19	53.19	32.67	17.48	34.04	39.23
CDAL2022.04		31.17	53.07	32.55	17.22	33.84	40.56
Random2022.04		30.99	52.7	32.47	16.88	33.52	40.35
Ours2022.04		30.9	53.08	32.01	17.56	33.44	39.1
ENMS2022.04		30.82	52.89	32.07	17.4	33.48	38.88
Core-set2022.04		30.69	52.25	31.97	15.96	33.17	41.76
DivProto2022.04		30.64	52.64	31.77	17.21	33.37	38.92
Entropy2022.04		30.61	52.66	31.96	17.49	33.13	38.97
Learn Loss2022.04		30.55	52.53	31.9	17.68	33.1	38.52
MIAL2022.04		30.47	52.49	31.45	16.85	33.44	39.31
Random2022.04		30.07	51.61	31.13	16.05	32.42	39.42
CDAL2022.04		30.01	51.57	31.27	16.28	32.72	39.21
Core-set2022.04		29.9	51.37	31.12	15.6	32.19	40.65
Ours2022.04		29.78	51.7	30.81	16.52	32.32	38
ENMS2022.04		29.76	51.64	30.78	16.72	32.12	38.03
DivProto2022.04		29.73	51.45	30.84	16.62	32.32	38.08
Learn Loss2022.04		29.42	51.08	30.38	16.35	31.96	37.81
MIAL2022.04		29.39	51.21	30.36	15.96	31.87	38.68
Entropy2022.04		29.38	51.06	30.31	16.18	31.63	37.89
CDAL2022.04		29.11	48.6	27.86	14.29	29.69	35.82
Random2022.04		28.97	50.43	29.84	15.39	31.25	37.84
Core-set2022.04		28.75	50	29.56	14.59	30.98	38.79
Random2022.04		27.57	48.81	28.09	14.53	29.87	36.12