Diabetic Retinopathy Grading on GDRBench DG leave-one-domain-out (test) benchmark leaderboard · SOTA2 Research

Diabetic Retinopathy Grading on GDRBench DG leave-one-domain-out (test)

81APTOS AUCDECO

Evaluation Results

Method	Links
DECO2024.06		81	72.4	56.6	82.9	65.1	52.7	81.3	49.1	43.5	87	44.6	37.4	83.5	48	46.3	83.7	56.1	48.2
DRGen2024.06		79.9	58.1	40.2	79	60.1	40.5	69.4	41.7	24.7	84.7	44.6	37.4	79.5	43.1	37	79.3	47.7	37.3
GDRNet2024.06		79.9	66.8	46	83.2	63.4	50.9	80.8	45.3	39.4	84	40.3	35.9	82.9	45.8	43.5	82.6	52.5	43.5
VAE-DG2024.06		79.5	66.7	45.5	78.7	59.5	40.2	75.8	44.8	36.4	83.6	41.7	35.6	78.8	41.3	35.9	79.9	48.7	38
Fishr2024.06		79.2	66.6	43.4	76.4	65.1	41.1	73.3	44.4	34.4	82.7	40.3	27.6	77.4	36.8	34.7	78.4	50.2	35.9
MixStyle2024.06		79	65.8	39.9	75.2	62.2	36.5	71.2	35.8	22.7	83	51.4	39.2	75.5	41.1	31.4	76.8	48.2	32.9
DDAIG2024.06		78	67.1	41	76.6	58.4	35.3	73.6	42	33.8	82.1	37.4	27	75.6	36.1	27.7	76.9	46.4	32.8
MDLT2024.06		77.3	57.2	41.5	75.4	58.9	36.9	74.1	45.7	29	81.5	44.2	35.4	75.7	37.6	35	77.3	47.2	35.7
ATS2024.06		77.1	56.9	38.3	77.2	64.7	35.8	74.7	46.7	33.4	83	41.5	34.9	76.5	37.4	34.9	78	47.2	34.8
CABNet2024.06		75.8	55.5	39.4	74.2	56.1	34.1	73.2	43.7	34.8	79.2	44.8	37.3	75.8	37	35.6	75.6	46.6	35.5
Mixup2024.06		75.3	62.6	43.2	76.7	54.7	32.6	66.7	42.3	32.3	78.8	39	27.6	76.9	43.6	37.7	75	45.2	33.1
GREEN2024.06		75.1	53.8	38.9	75.8	52	36.8	69.5	41.3	31.5	79.9	41.3	32.2	74.8	34	34.4	75.3	41.8	33.1
ERM2024.06		75	44.4	38.9	79.1	60.7	43.4	66.2	32	27.1	82.3	50	44.1	75.9	36.5	35.7	75.9	43.8	37.3