Chromosomal Anomaly Detection on Chromosomal anomaly detection dataset benchmark leaderboard · SOTA2 Research

Chromosomal Anomaly Detection on Chromosomal anomaly detection dataset

97.23AccuracyP&R

Evaluation Results

Method	Links
P&R2026.04		97.23	70.06	98.44	78.24	98.48	95	73.03
P&R2026.04		97.19	68.35	98.4	79.56	98.37	94.83	72.46
ReAD2026.04		96.29	48.61	98.41	73.86	97.49	91.21	56.17
ReAD2026.04		96.21	51.07	98.38	70.67	97.49	90.23	56.55
Over-sampling2026.04		96.11	53.63	98.12	71.17	97.57	91.44	58.75
Energy-ood2026.04		96.04	54.58	97.86	68.69	97.71	91.72	59.06
ChroSiameseAD2026.04		96.04	49.86	98.27	68.01	97.37	87.4	54.93
Baseline2026.04		95.94	30.13	99.22	65.99	96.37	79.36	33.92
Baseline2026.04		95.94	29.28	99.36	53.09	96.3	81.26	30.89
LDAM-DRW2026.04		95.85	54.97	97.56	68.63	97.77	91.18	59.59
Energy-ood2026.04		95.83	50.75	97.83	67.47	96.38	91.01	55.53
ChroSiameseAD2026.04		95.82	46.12	98.31	69.46	97.19	83.73	52.6
BCL2026.04		95.71	57.04	97.53	60.24	97.72	91.74	57.34
LDAM-DRW2026.04		95.64	57.25	97.29	65.01	97.78	91.31	58.67
Over-sampling2026.04		95.58	54.55	97.46	59.52	97.68	90.49	55.3
Focal Loss2026.04		95.36	55.57	97.2	62.03	97.64	91.41	56
Focal Loss2026.04		95.33	54.52	97.96	70.88	96.01	91.16	59.44
BCL2026.04		94.8	61.24	96.51	51.45	97.76	90.51	54.74
Under-sampling2026.04		93.31	40.58	95.73	42.17	96.94	82.07	36.78
Under-sampling2026.04		91.39	50.38	93.39	41.43	97.22	83.99	38.27
BBN2026.04		86.16	61.14	87.9	43.11	97.48	86.74	37.13
BBN2026.04		73.42	60.76	74.87	38.21	97.21	82.55	21.78