Cell Detection on AS-OCT benchmark leaderboard · SOTA2 Research

Cell Detection on AS-OCT

95.83Precision (Point)Otsu

Evaluation Results

Method	Links
Otsu2025.03		95.83	43.03	59.38	98.46	44.21	61.01	92.6	41.58	57.38
Isodata2025.03		95.65	43.78	60.07	98.39	45.04	61.79	92.67	42.41	58.19
Otsu2025.03		95.22	50.59	66.06	98.06	52.1	68.03	92.17	48.97	63.95
Isodata2025.03		95.17	51.51	66.84	98.01	53.05	68.84	92.34	49.98	64.85
Otsu2025.03		94.34	58.47	72.19	97.09	60.18	74.3	91.25	56.56	69.83
Isodata2025.03		94.08	59.38	72.81	96.88	61.16	74.98	91.1	57.5	70.5
Otsu2025.03		91.22	67.35	77.48	93.96	69.38	79.81	88.37	65.25	75.06
Isodata2025.03		90.43	68.03	77.65	93.17	70.08	79.99	87.72	65.99	75.32
MCD2025.03		85.4	85.16	85.23	87.64	87.42	87.48	82.77	82.54	82.61
Otsu2025.03		74.29	76.7	75.46	76.44	78.92	77.65	72.09	74.43	73.23
Isodata2025.03		71.63	77.46	74.43	73.76	79.77	76.65	69.59	75.26	72.32
RetinaNet2025.03		59.13	76.66	66.76	61.28	79.45	69.19	57.16	74.11	64.54
Cascade-RCNN2025.03		54.93	82.11	65.82	56.58	84.58	67.8	53.33	79.71	63.9
Faster-RCNN2025.03		52.27	78.56	62.77	54.06	81.24	64.92	50.56	75.99	60.72
RepPoint2025.03		47.41	75.47	58.24	49.13	78.21	60.35	45.95	73.14	56.44