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Classification on C3, CMNLI, CHID, BoolQ, WSC, HeSW, PIQA, CoQA, Race-M, Race-H, MMLU, and CMMLU Suite

62.41C3

Dense

Updated 3d ago

Evaluation Results

Method
Dense 2026.02	62.41	33.28	9.59	62.94	66.65	64.33	74.59	66	50.77	52.2	54.68	56.91	53.2
Dense 2026.02	62.41	33.28	9.59	62.94	66.65	64.33	74.59	66	50.77	52.2	54.68	56.91	53.2
Dense 2026.02	54.08	32.98	36.99	69.79	71.1	74.66	80.96	71.42	70.61	63.15	66.74	50.87	59.07
GradMAP 2026.02	49.7	33.64	12.89	41.96	62.5	51.16	66.21	23.12	24.47	27.54	30.17	51.84	39.6
GradMAP 2026.02	49.7	33.64	12.89	41.96	62.5	51.16	66.21	23.12	24.47	27.54	30.17	51.84	39.6
GradMAP 2026.02	47.67	33.43	26.97	53.79	62.5	60.05	72.91	58.72	40.74	33.85	55.63	40.77	48.92
ShortGPT 2026.02	47.45	33.53	5.49	54.71	65.38	46.56	62.68	23.26	24.5	27	28.59	40.62	38.31
ShortGPT 2026.02	47.45	33.53	5.49	54.71	65.38	46.56	62.68	23.26	24.5	27	28.59	40.62	38.31
GradMAP 2026.02	47.07	32.72	26.07	53.15	63.5	58.54	73.45	59.13	40.6	35.48	54.98	39.6	48.68
GradMAP 2026.02	46.58	33.37	10.94	43.88	63.46	50.53	66.49	22.91	23.84	28.92	30.77	48.89	39.21
GradMAP 2026.02	46.58	33.37	10.94	43.88	63.46	50.53	66.49	22.91	23.84	28.92	30.77	48.89	39.21
ShortGPT 2026.02	43.23	33.13	7.09	57.86	63.5	55.71	69.21	54.22	35.17	35.17	56.69	35.12	45.5
SLEB 2026.02	39.18	31.7	11.59	38.29	60.58	30.59	57.73	22.28	21.31	25.27	25.42	22.36	32.2
SLEB 2026.02	39.18	31.7	11.59	38.29	60.58	30.59	57.73	22.28	21.38	25.27	25.42	22.36	32.2
Dense 2026.02	37.86	32.83	13.14	64.04	66.35	62.77	75.73	56.92	25.63	25.81	24.82	25.33	41.04
SLEB 2026.02	37.15	33.1	11.79	54.43	62.5	48.96	70.46	39.72	21.31	21.38	25.29	25.29	37.62
GradMAP 2026.02	36.16	32.97	7.09	60.61	65.38	49.78	68.39	38.33	25.49	23.38	24.74	24.87	38.1
GradMAP 2026.02	36.11	32.96	2.9	59.76	64.42	49.36	68.01	38.82	25.63	24.24	24.67	25.03	37.66
SLEB 2026.02	35.56	32.8	0	45.63	63.46	50.88	72.25	42.18	22.77	23.79	24.4	25.25	36.58
ShortGPT 2026.02	25.97	32.89	0.05	45.14	56.73	26.33	53.1	17.61	22.28	22.16	23.63	25.24	29.26