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

66.2Overall Accuracy

KMeans

Updated 4d ago

Evaluation Results

Method	Links
KMeans 2026.01		66.2	56.12	49.02	74.86	87.31	52.7	85.14	89.29	24.8	60.1	37.65
LOCUS 2026.01		64.7	52.74	49.02	72.6	85.07	41.89	81.83	89.29	29.2	64.65	31.48
KMeans 2026.01		64.47	57.81	52.94	75.42	87.31	47.3	81.32	89.29	23.6	57.58	37.65
IRT-NET 2026.01		63.37	57.81	52.94	71.19	79.85	50	82.17	88.39	27.6	43.94	30.25
LOCUS 2026.01		62.97	49.79	43.14	57.91	86.57	52.7	83.7	85.71	27.4	60.61	30.86
kNN 2026.01		62.9	57.81	45.1	72.6	86.57	55.41	82.09	89.29	21.6	39.39	37.04
LOCUS 2026.01		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
kNN 2026.01		61.37	57.38	45.1	68.64	85.82	48.65	80.48	89.29	26.8	29.8	29.01
KMeans 2026.01		61.33	58.65	49.02	62.99	86.57	52.7	84.72	89.29	25.8	10.1	31.48
kNN 2026.01		60.5	59.92	47.06	75.42	85.07	41.89	78.27	89.29	29	10.1	30.86
IRT-NET 2026.01		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
EmbedLLM 2026.01		59.6	58.65	50.98	72.88	79.1	47.3	76.83	89.29	23.8	25.25	30.86
IRT-NET 2026.01		59.57	59.49	39.22	72.6	81.34	43.24	76.91	90.18	28.6	14.65	30.25
EmbedLLM 2026.01		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
EmbedLLM 2026.01		58.8	58.23	41.18	72.03	79.85	35.14	75.55	88.39	28.2	19.19	30.25