Disease staging classification on EyePACS (test) benchmark leaderboard · SOTA2 Research

Disease staging classification on EyePACS (test)

46.8Overall F1 ScoreVOLMO-2B

Evaluation Results

Method	Links
VOLMO-2B2026.03		46.8	57.19	89.05	78.08	68.45	79.95	18.6	44.29	77.64	44.78	39.44	93.76	40.35	62.84	96.26	52.17	70.94	97.63
MedGemma-4B2026.03		45.87	50.4	91.48	93.08	95.62	71.4	22.08	18.75	96.56	43.21	31.99	97.27	21.32	37.16	94.67	49.64	68.47	97.49
RETFound2026.03		43.42	48.26	87.05	83.3	81.99	56.77	11.85	10.36	95.66	34.75	35.17	88.58	32.77	53.21	95.68	54.42	60.59	98.55
MedGemma-27B2026.03		39.69	45.41	90.02	92.87	98.17	61.48	12.69	8.39	98.39	36	23.91	98.48	14.33	19.72	96.08	42.56	76.85	95.69
InternVL-2B2026.03		0.96	20	80	0	0	100	0	0	100	0	0	100	4.8	100	0	0	0	100
LLaVA-Med2026.03		0	0	100	0	0	100	0	0	100	0	0	100	0	0	100	0	0	100