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ResearchFormerly WizWand

Model Routing on Composite QA Suite (MathQA, LogiQA, MedQA, PIQA, TruthQA, MMLU, GSM8k, GPQA, ASDiv, SoQA)

66.2Overall AccuracyKMeans

Evaluation results

Method	Links
KMeans2026.01		66.2	56.12	49.02	74.86	87.31	52.7	85.14	89.29	24.8	60.1	37.65
LOCUS2026.01		64.7	52.74	49.02	72.6	85.07	41.89	81.83	89.29	29.2	64.65	31.48
KMeans2026.01		64.47	57.81	52.94	75.42	87.31	47.3	81.32	89.29	23.6	57.58	37.65
IRT-NET2026.01		63.37	57.81	52.94	71.19	79.85	50	82.17	88.39	27.6	43.94	30.25
LOCUS2026.01		62.97	49.79	43.14	57.91	86.57	52.7	83.7	85.71	27.4	60.61	30.86
kNN2026.01		62.9	57.81	45.1	72.6	86.57	55.41	82.09	89.29	21.6	39.39	37.04
LOCUS2026.01		61.9	39.66	41.18	55.65	85.82	33.78	86.25	75.89	25.2	65.66	29.63
EmbedLLM+2026.01		61.57	57.81	45.1	73.45	81.34	41.89	78.27	89.29	29	33.84	32.72
kNN2026.01		61.37	57.38	45.1	68.64	85.82	48.65	80.48	89.29	26.8	29.8	29.01
KMeans2026.01		61.33	58.65	49.02	62.99	86.57	52.7	84.72	89.29	25.8	10.1	31.48
kNN2026.01		60.5	59.92	47.06	75.42	85.07	41.89	78.27	89.29	29	10.1	30.86
IRT-NET2026.01		60.17	58.65	49.02	72.6	80.6	44.59	77.25	83.04	28.4	23.23	32.1
EmbedLLM+2026.01		59.73	57.38	45.1	71.75	79.85	32.43	78.69	89.29	26.2	21.72	29.01
EmbedLLM2026.01		59.6	58.65	50.98	72.88	79.1	47.3	76.83	89.29	23.8	25.25	30.86
IRT-NET2026.01		59.57	59.49	39.22	72.6	81.34	43.24	76.91	90.18	28.6	14.65	30.25
EmbedLLM2026.01		59.47	59.49	45.1	74.29	77.61	43.24	76.83	89.29	28.8	12.12	29.63
EmbedLLM+2026.01		59.17	49.37	35.29	62.99	62.69	51.35	77.08	89.29	24.2	54.55	35.8
EmbedLLM2026.01		58.8	58.23	41.18	72.03	79.85	35.14	75.55	88.39	28.2	19.19	30.25