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Visual Grounding on Chest X-ray Visual Grounding

69.29Aortic Enlargement Score

Oracle

Updated 4d ago

Evaluation Results

Method	Links
Oracle 2026.02		69.29	63.19	23.92	76.77	63.68	49.34	58.74	49.01	19.06	47.33	32.63	78.34	56.31	56.2
ToolSelect 2026.02		67.16	52.06	19.72	72.6	59.56	34.23	41.72	36.61	15.82	34.25	26.81	63.98	48.39	50.08
AG-KD 2026.02		66.25	33.41	17.33	70.12	39.45	22.9	31.48	28.71	7.58	12.7	22.55	45.84	32.96	40.66
AutoMix 2026.02		65.73	40.25	5.59	69.05	45.8	29.61	39.71	31.54	8.01	19.97	18.57	54.13	35.21	45.94
Causal LLM Router 2026.02		65.73	40.25	5.59	69.05	45.8	29.61	39.71	31.54	8.01	19.97	18.57	54.12	35.21	45.94
MF Router 2026.02		64.91	40.25	5.59	68.75	45.8	30.22	39.71	32.19	8.01	17.29	17.66	53.79	34.83	45.42
Graph Router 2026.02		64.03	40.25	2.76	70.13	45.8	30.14	39.71	31.57	9.08	22.9	19.13	55.17	35.07	45.92
Hybrid LLM 2026.02		59.88	39.7	2.78	50.17	33.97	31.79	37.11	28.34	5.27	16.1	14.75	45.49	30.2	38.38
ChEX 2026.02		53	49.44	18.86	71.5	54.31	14.21	35.99	32.65	13.71	27.72	20.22	59.69	39.42	40.25
RouterDC 2026.02		51.16	39.55	3.11	65.13	30.71	28.69	37.5	21.3	8.05	5.89	15.2	46.25	27.12	38.79
Random 2026.02		37.76	30.37	9.21	56.78	34.67	25.5	27.14	22.68	7.77	20.45	13.88	50.9	10.12	32.41
Elo Router 2026.02		27.61	5.44	1.61	42.36	6.95	12.32	4.34	2.85	3.06	7.72	4.33	18.44	1.87	20.43
SVM Router 2026.02		27.58	5.44	1.61	42.36	6.95	12.32	4.34	2.85	3.06	7.72	4.33	18.44	1.87	20.42
MLP Router 2026.02		27.58	5.44	1.61	42.19	6.95	12.32	4.34	2.85	3.06	7.72	4.33	18.44	1.87	20.38
KNN Router 2026.02		27.42	5.44	1.61	42.36	6.95	12.32	4.34	2.85	3.06	7.72	4.33	18.37	1.87	20.37
MDETR-AGPT 2026.02		25.84	6.8	1.06	40.52	6.19	14.11	5.07	5.18	2.91	6.29	3.1	18.96	1.76	16.52
RadVLM 2026.02		18.99	29.9	10.24	52.96	25.02	23.78	19.71	16.92	5.52	11.32	14.29	39.51	18.45	23.14
MAIRA-2 2026.02		16.34	13.19	6.11	38.32	14	17.18	13.18	11.32	1.81	3.04	5.81	24.18	4.6	16.67
TransVG-AGPT 2026.02		14.37	5.98	1.74	41.52	13.12	13.24	11.57	5.92	2.23	4.08	1.73	16.83	3.22	14.06