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Zero-shot Commonsense Reasoning on Commonsense Reasoning Benchmarks (LLaMA-2-13B)

80.92BoolQ Accuracy (Zero-shot)

Dense

Updated 4d ago

Evaluation Results

Method	Links
Dense 2025.12		80.92	80.52	79.36	71.98	79.63	49.15	45	69.51
SlimGPT w/o 2025.12		80.37	78.45	77.07	71.51	75.84	45.14	43.6	67.43
Token Filtering 2025.12		80.18	78.62	77.78	72.22	78.96	48.04	45	68.69
Token Filtering 2025.12		80.09	78.56	77.82	71.03	77.57	47.95	44.2	68.17
Token Filtering 2025.12		79.79	77.15	76.07	71.35	77.44	47.35	44	67.65
Token Filtering 2025.12		79.76	77.04	74.56	71.03	71.72	45.22	42	65.9
SlimGPT w/o 2025.12		78.78	77.91	75.65	70.64	73.06	44.11	43	66.16
FLAP 2025.12		77.21	77.95	78.06	71.32	76.44	45.27	42	66.89
PP 2025.12		76.29	79.55	76.53	68.57	76.85	44.57	42	66.33
SlimGPT w/o 2025.12		76.27	76.44	72.76	70.8	70.83	41.21	41	64.19
FLAP 2025.12		75.81	75.61	74.74	69.59	73.83	43.57	41	64.88
FLAP 2025.12		74.37	74.42	70.45	68.17	70.22	42.29	39.2	62.73
FLAP 2025.12		74.31	70.49	58.39	62.96	61.67	36.83	37.2	57.41
PP 2025.12		73.82	78.47	75.82	67.78	75.42	42.95	42.4	65.24
PP 2025.12		70.3	76.74	71.67	63.65	71.08	39.96	42.6	62.29
SlimGPT w/o 2025.12		66.06	73.61	61.76	65.82	60.44	34.39	38	57.15
PP 2025.12		62.17	69.22	49.88	55.07	59.26	29.63	36.2	51.93