Zero-shot Reasoning on ARC-C, ARC-E, BoolQ, Hella, OBQA, PIQA, SIQA, Wino

65.53ARC-C AccuracyBaseline

Evaluation Results

Method
Baseline2026.04	65.53	84.26	88.69	86.46	50	84.22	46.93	77.51	72.95
Baseline2026.04	60.6	82.7	89.4	78.7	46.2	80.1	44.5	72.8	69.4
DASH-Q2026.04	58.36	80.81	87.06	80.35	46.8	81.99	45.39	76.95	69.72
Baseline2026.04	55.2	79.71	85.41	79.54	45	81.07	42.27	73.88	67.76
DASH-Q2026.04	54.1	78.41	83.82	78.52	43.8	81.01	42.37	73.16	66.9
AWQ2026.04	54.01	78.58	84.31	78.92	43.6	80.14	42.27	74.74	67.07
DASH-Q2026.04	53.75	79.88	86.12	68.35	42.8	75.46	39.1	69.93	64.42
RTN2026.04	53.41	77.06	84.53	78.15	43	81.01	41.45	74.27	66.61
Baseline2026.04	53.33	66.12	88.53	79.8	50.4	78.02	42.53	76.4	66.89
QuIP2026.04	53.24	74.75	80.09	78.47	43.8	79.43	41.86	73.24	65.61
OWQ2026.04	53.07	79	84.07	78.91	44.2	80.52	41.56	74.51	66.98
QuaRot2026.04	52.99	78.07	85.29	78.55	43.2	79.76	41.76	73.95	66.7
GPTQ2026.04	52.56	76.85	84.53	77	41	79.65	39.71	73.72	65.63
QuIP2026.04	52.3	77.9	85.17	78.79	43.6	80.41	41.2	74.35	66.72
DASH-Q2026.04	52.13	64.1	86.18	76.79	45.8	77.31	41.5	73.4	64.65
QuaRot2026.04	51.37	75.93	80.92	76.36	41.4	78.78	40.02	70.8	64.45
OWQ2026.04	51.28	74.62	77.68	72.65	40	79	36.9	61.4	61.69
QuaRot2026.04	51.02	75.08	79.63	77.96	44.8	77.58	40.74	70.24	64.63
DASH-Q2026.04	50	75.13	82.78	76.27	42.6	80.03	40.38	72.69	64.99
QuIP2026.04	49.06	76.18	84.01	76.23	41	78.29	40.17	72.77	64.71
OWQ2026.04	48.63	74.75	82.57	76.99	42	78.89	39.51	72.61	64.49
OWQ2026.04	46.93	55.09	84.5	74.18	44.6	72.47	39.41	67.8	60.62
AWQ2026.04	46.16	71.59	80.92	75.27	41	79.43	39.15	71.67	63.15
Baseline2026.04	45.82	69.53	73.18	77.17	43.8	79.49	39.46	70.32	62.35
RTN2026.04	44.54	65.74	75.63	71.38	37.4	77.04	35.98	69.69	59.67
QuaRot2026.04	43.77	54.5	83.85	73.1	44.2	72.52	37.36	63.93	59.16
AWQ2026.04	43.6	66.25	69.91	65.21	36	76.71	36.03	57.54	56.41
AWQ2026.04	42.66	55.26	72.29	66.88	39	72.47	35.77	66.77	56.39
GPTQ2026.04	39.51	52.23	81.13	68.17	40.4	68.06	36.69	65.19	56.42
DASH-Q2026.04	38.57	66.79	76.12	62.39	34.8	72.91	34.14	66.46	56.52
AWQ2026.04	37.54	61.07	68.29	61.67	35.4	71.6	37.1	57.22	53.74
QuaRot2026.04	37.29	58.5	67.71	64.76	35.4	71.65	36.13	60.06	53.94
DASH-Q2026.04	36.35	63.38	63.27	66.13	39.4	76.06	35.72	64.4	55.59
QuIP2026.04	36.01	54.34	71.47	64.86	35.6	70.51	37.41	60.3	53.81
OWQ2026.04	36.01	56.9	75.02	63.15	36	72.74	34.9	59.27	54.25
OWQ2026.04	34.64	60.61	58.65	65.15	34.2	73.07	35.01	61.64	52.87
GPTQ2026.04	33.7	52.1	72.45	59.26	36.2	68.66	35.36	56.35	51.76
RTN2026.04	32.59	41.71	58.47	43.76	29.2	57.78	34.39	55.01	44.11
QuIP2026.04	31.57	50.67	63.58	59.99	32.4	71.93	33.88	58.41	50.3
QuaRot2026.04	30.29	55.51	58.17	55.73	30.8	71.38	35.31	56.51	49.21
QuIP2026.04	29.1	38.26	50.83	41.48	30.2	58.81	32.5	51.46	41.58
QuaRot2026.04	27.39	36.62	49.33	41.29	29.2	57.94	33.67	52.57	41
AWQ2026.04	26.11	33.21	50.12	36.38	24	57.51	34.08	50.04	38.93
QuIP2026.04	26.02	36.07	50.06	37.01	28	57.07	33.32	51.62	39.9
GPTQ2026.04	25.94	26.47	38.17	25.96	30.6	53.97	34.49	49.64	35.66
OWQ2026.04	25.94	38.72	51.96	46.79	30.8	58.65	34.54	52.64	42.51
RTN2026.04	25.68	25.42	40.09	26.99	24	51.2	35.01	48.22	34.58
GPTQ2026.04	25.43	35.65	59.79	40.57	23.8	60.45	34.7	51.14	41.44
GPTQ2026.04	25.43	30.93	44.19	30.35	25.4	58.32	35.52	50.12	37.53
RTN2026.04	24.57	27.19	37.83	26.71	28.2	52.23	34.08	51.07	35.23
AWQ2026.04	24.49	29.8	38.44	26.77	28	52.94	33.88	47.51	35.23
GPTQ2026.04	24.15	44.28	39.82	37.55	28.6	60.94	34.14	53.99	40.43
RTN2026.04	23.46	32.87	48.1	31.75	26	56.69	33.47	48.54	37.61
RTN2026.04	22.44	29.55	43.91	26.96	23.4	53.26	35.62	52.01	35.89