Natural Language Understanding on GLUE (MNLI, MRPC, QNLI, QQP, SST2) (test)

88.08MNLI AccuracyCOIN

Evaluation results

Method
COIN2026.02	88.08	-0.38	75.54	0.92	74.38	2.71	78.21	2.62	92.67	-0.12	81.77	1.15
COIN2026.02	87.71	—	76.46	—	77.08	—	80.83	—	92.54	—	82.93	—
COIN2026.02	87.58	0.12	75.88	0.58	73.33	3.75	71.79	9.04	91.54	1	80.03	2.9
COIN2026.02	87.48	0.28	76.18	0.35	75.84	1.55	75.88	6.19	92	0.68	81.48	1.81
CoIPO2026.02	87.21	-0.46	72.62	6.21	77.46	1.29	84.04	0.04	90	1	82.27	1.62
COIN2026.02	87.08	0.62	76.83	-0.38	79.62	-2.54	73.87	6.96	91.33	1.21	81.75	1.18
COIN2026.02	86.96	0.75	76.17	0.29	74.79	2.29	74.71	6.12	91.92	0.62	80.91	2.02
CoIPO2026.02	86.75	—	78.83	—	78.75	—	84.08	—	91	—	83.88	—
CoIPO2026.02	86.52	0.29	77.56	1.59	78.77	-0.03	83.61	0.59	90.79	0.26	83.45	0.54
CoIPO2026.02	86.38	0.37	78.83	0	81.33	-2.58	82.08	2	90.96	0.04	83.92	-0.03
CoIPO2026.02	86.21	0.54	78.12	0.71	77.54	1.21	83.54	0.54	90.62	0.38	83.21	0.68
CoIPO2026.02	86.04	0.71	79.38	-0.54	78.79	-0.04	84.29	-0.21	91.37	-0.37	83.97	-0.09
Base2026.02	83.29	—	61.16	—	71.92	—	70.67	—	89.21	—	75.25	—
Base2026.02	82.75	0.54	52.17	9	69.12	2.79	64.12	6.54	82.5	6.71	70.13	5.12
Base2026.02	81.58	1.71	64.83	-3.67	65.17	6.75	74.21	-3.54	90.25	-1.04	75.21	0.04
SFT2026.02	80.83	-0.62	71.08	3.04	67.92	4.04	68.46	4.08	86.67	4.21	74.99	2.95
SFT2026.02	80.62	-0.42	73.71	0.42	71.5	0.46	66.54	6	91.42	-0.55	76.76	1.18
SFT2026.02	80.34	-0.17	72.88	1.55	71.97	-0.02	70.02	3.16	89.04	2.29	76.85	1.36
Base2026.02	80.32	3.72	58.05	3.89	68.94	3.72	68.27	3	85.62	4.49	72.24	3.76
SFT2026.02	80.21	—	74.12	—	71.96	—	72.54	—	90.87	—	77.94	—
SFT2026.02	80.21	0	73.08	1.04	71.71	0.25	71.25	1.29	86.42	4.46	76.53	1.41
SFT2026.02	79.83	0.37	72.42	1.71	76.79	-4.83	71.29	1.25	89.83	1.04	78.03	-0.09
Base2026.02	77.17	6.13	53.75	7.42	70.88	1.04	70.83	-0.17	88.04	1.17	72.13	3.12
Base2026.02	76.79	6.5	58.33	2.83	67.62	4.29	61.5	9.17	78.08	11.12	68.47	6.78