Computer-Aided Diagnosis (CAD) on VinDr benchmark leaderboard · SOTA2 Research

Computer-Aided Diagnosis (CAD) on VinDr

0.8461AUCCAD

Evaluation Results

Method	Links
CAD2026.02		0.8461	72.73	83.06	77.89	29.21	18.27	98.32	—
CAD2026.02		0.7669	52.53	94.53	73.53	40.78	33.33	97.45	—
Oracle2026.02		0.6654	66.67	—	98.45	66.22	93.58	—	—
ToolSelect2026.02		0.4991	65.15	—	83.39	59.88	68.62	—	—
E-B-C142026.02		0.4824	16.09	—	68.92	13.06	48.91	—	—
E-S-C142026.02		0.4822	15.81	—	68.85	12.5	58.65	—	—
E-T-C142026.02		0.4798	14.32	—	68.72	10.21	53.87	—	—
R-MGCA2026.02		0.4671	14.56	—	68.68	10.69	44.37	—	—
Hybrid LLM2026.02		0.4666	20.32	—	67.21	18.27	27.09	—	—
RouterDC2026.02		0.4652	20.95	—	66.15	16.66	27.2	—	—
Graph Router2026.02		0.46	14.34	—	68.71	10.24	53.24	—	—
R-MKP2026.02		0.4561	14.51	—	68.77	10.83	51.6	—	—
R-BioViL2026.02		0.4465	13.68	—	68.57	9.6	61.65	—	—
D-All2026.02		0.446	43.01	—	63.53	24.81	21.39	—	—
D-MV22026.02		0.4396	13.68	—	68.45	9.21	45.65	—	—
SVM Router2026.02		0.4132	14.01	—	72.58	13.18	27.37	—	—
KNN Router2026.02		0.4118	9.83	—	74.23	8.92	26.04	—	—
D-PC2026.02		0.4116	46.86	—	49.32	22.12	20.06	—	—
MLP Router2026.02		0.4083	12.59	—	73.33	12.24	29.12	—	—
R-All2026.02		0.4071	6.87	—	75.66	4.7	47.45	—	—
MF Router2026.02		0.4071	10.32	—	74.24	9.59	27.23	—	—
Elo Router2026.02		0.4071	6.87	—	75.66	4.7	47.45	—	—
E-S-CX2026.02		0.3988	48.64	—	33.73	21.66	27.41	—	—
E-T-CX2026.02		0.3974	47.24	—	34.21	20.82	21.48	—	—
D-CX2026.02		0.396	49.06	—	40.02	23.99	18.19	—	—
Random2026.02		0.3901	32.07	—	53.32	20.81	18.19	—	—
D-M-NB2026.02		0.3743	62.27	—	26.04	24.81	16.89	—	—
D-NIH2026.02		0.3721	51.7	—	35.5	23.9	17.86	—	—
AutoMix2026.02		0.3706	33.32	—	51.67	20.96	18.28	—	—
D-M-Ch2026.02		0.3662	62.31	—	26.25	24.72	16.84	—	—
D-RSNA2026.02		0.3383	64.99	—	19.71	24.44	16.47	—	—
Causal LLM2026.02		0.3383	64.99	—	19.71	24.44	16.47	—	—