Semantic Segmentation on RETOUCH Spectralis (test)

22.45mIoU (3 Classes)

IIC Baseline

Updated 4d ago

Evaluation Results

Method
IIC Baseline 2021.04	22.45	32.02	41.48	53.08	65.16
Mean-Taught Deep Supervision 2021.04	21.91	42.14	54.7	60.45	66.39
Deeply Supervised IIC 2021.04	20.78	31.39	39.18	50.1	65.18
Self-Taught Deep Supervision 2021.04	20.47	36.4	49.39	59.29	66.34
Deeply Supervised MIL 2021.04	20.02	31.5	44.29	51.13	62.04
Multi-Label Deep Supervision 2021.04	17.98	32.92	42.96	52.68	65.82
Deeply Supervised MIL 2021.04	17.14	20.18	24.15	29.12	37.94
Mean-Taught Deep Supervision 2021.04	16.31	35.17	53.52	58.84	66.31
Perone and Cohen-Adad 2021.04	16.17	33.1	45.8	54.75	65.49
Self-Taught Deep Supervision 2021.04	16.04	22.15	28.63	32.37	38.97
MIL Baseline 2021.04	15.82	16.95	22.56	26.48	37.15
Mean-Taught Deep Supervision 2021.04	15.81	21.97	29.83	34.81	38.66
MIL Baseline 2021.04	15.44	25.46	41.34	49.07	61.5
IIC Baseline 2021.04	15.4	18.15	26.05	30.07	38.45
Baseline 2021.04	14.8	26.98	35.39	48.63	62.09
Multi-Label Deep Supervision 2021.04	14.59	19.62	27.89	32.02	38.66
Deeply Supervised IIC 2021.04	12.77	17.76	28.99	30.64	38.81
Baseline 2021.04	12.49	18.32	25.62	29.55	38.45
Perone and Cohen-Adad 2021.04	11.17	19.02	27.44	31.72	39.38
Self-Taught Deep Supervision 2021.04	10.37	28.62	43.57	56.11	66.24
Mean-Taught Deep Supervision 2021.04	8.21	14.28	24.79	34.14	39.04
Self-Taught Deep Supervision 2021.04	5.14	9.62	24.47	32.71	39.39