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ResearchFormerly WizWand

Multi-domain Evaluation (Math, Code, Finance, Medical) Aggregate

30.65Math AccuracyPico

Evaluation results

Method	Links
Pico2026.04		30.65	33.72	54.31	58.54	44.3
Pico w/ Task Arithmetic2026.04		30.65	33.72	54.31	58.54	44.3
Pico2026.04		30.61	30.36	50.96	61.16	43.28
DARE2026.04		29.26	16.2	44.81	58.59	37.22
Pico2026.04		28.83	29.42	52.57	61.39	43.05
KnOTS2026.04		28.76	30.12	52.77	56.61	42.07
Math LoRA2026.04		28.3	10.9	44.03	36.65	29.97
No Calibration2026.04		28.08	21.17	52.71	52.41	38.59
DELLA2026.04		27.78	15.98	46.62	52.68	35.77
DARE2026.04		27.57	29.31	52.06	58.51	41.86
KnOTS2026.04		27.27	27.14	51.27	57.84	40.88
No Calibration2026.04		26.66	28.23	50.44	58.39	40.93
KnOTS2026.04		26.66	15.82	46.25	52.18	35.23
DELLA2026.04		26.51	26.62	51.87	58.57	40.89
No Calibration2026.04		26.36	15.7	44.87	51.97	34.73
Core Space2026.04		26.2	27.73	49.87	58.8	40.65
DARE2026.04		26.01	19.36	51.3	49.74	36.6
Joint Multi-Task LoRA2026.04		25.44	31.51	46.55	44.05	36.88
Coding LoRA2026.04		25.05	35.98	48.12	55.16	41.08
Finance LoRA2026.04		24.77	14.4	54.84	49.76	35.94
Medical LoRA2026.04		24.38	31.9	48.48	59.5	41.06
Core Space2026.04		24.13	24.9	42.3	49.36	35.17
Core Space2026.04		23.85	14.15	35.68	44.13	29.45
DELLA2026.04		19.28	17.09	47.5	40.25	31.03