Sequence Classification on GLUE & SuperGLUE Subsets (MultiRC, COPA, RTE, BoolQ, MRPC, CoLA) benchmark leaderboard · SOTA2 Research

Sequence Classification on GLUE & SuperGLUE Subsets (MultiRC, COPA, RTE, BoolQ, MRPC, CoLA)

86.11MultiRC AccuracyENS

Evaluation Results

Method	Links
ENS2026.04		86.11	0.23	86.4	1.17	81.16	1.06	86.31	0.08	88.04	0.32	83.54	0.75	85.26	0.6
ENS2026.04		85.72	0.81	85.1	2.13	79.89	1.92	86.2	0.15	87.82	0.5	80.77	6.17	84.85	1.94
DSGD2026.04		85.44	0.16	90.8	0.79	84.77	0.41	86.57	0.08	88.53	0.28	86.18	0.21	87.04	0.32
DSGD2026.04		84.01	1.31	88.1	3.21	83.61	1.59	85.69	0.2	88.38	1.17	84.92	1.05	85.78	1.42
ENS2026.04		82.77	8.99	82.9	4.72	79.86	3.01	85.86	0.35	86.74	1.4	78.24	7.86	82.82	4.35
ENS2026.04		80.19	12.12	84.8	3.43	80.51	2.58	86.13	0.14	87.25	0.9	79.76	7.36	82.79	4.71
FFT2026.04		74.05	14.5	74.7	15.71	76.17	15.44	83.2	7.39	84.9	5.33	78.95	8.46	78.66	11.13
FocalLoss2026.04		73.38	5.73	80.4	7.59	77.29	1.7	81.22	0.46	86.52	6.5	83.82	5.2	81.1	4.53
DSGD2026.04		69.11	0.88	83.9	3.28	83.54	0.42	78.09	0.19	89.26	0.34	85.6	0.24	81.58	0.89
DSGD2026.04		67.17	4.7	83.3	2.06	81.55	1.22	75.43	3.55	87.52	0.82	84.75	0.59	79.95	2.16
LNSR2026.04		66.07	11.46	82	12.58	77.44	15.91	73.41	11.86	88.36	1.55	80.75	8.03	78	10.23
SWA2026.04		65.92	11.27	87.7	4.06	78.45	13.61	80.36	9.61	88.19	1.21	82.46	7.06	80.51	7.8
LNSR2026.04		65.33	4.46	82.1	3.14	74.9	2.7	66.81	1.24	82.89	3.15	78.67	3.65	75.12	3.06
ENS2026.04		64.2	0.16	83.7	3.56	82.96	0.28	76.64	0.55	88.26	0.69	85.3	0.23	80.18	0.91
ENS2026.04		64.1	0.33	77.6	9.09	82.78	0.83	76.52	1.76	87.75	0.66	85.25	0.34	79	2.17
ENS2026.04		63.79	0.32	81.3	7.18	83.14	0.3	76.57	0.72	88.48	0.54	85.11	0.33	79.73	1.56
NoisyTune2026.04		63.62	10.72	55	0	70.65	15.53	71.04	11.46	86.91	6.62	80.67	8.01	71.31	8.72
ENS2026.04		63.44	0.42	81.1	4.79	81.91	1.06	76.12	2.9	87.65	0.83	84.94	0.76	79.2	1.79
SWA2026.04		62.53	1.01	55.5	5.51	76.17	1.47	67.29	1.64	82.62	3.79	79.95	2.02	70.67	2.57
FFT2026.04		62.5	0.8	79.4	6.08	79.49	1.83	73.98	3.85	86.69	1.05	84.07	0.83	77.69	2.41
PCGrad2026.04		62.03	8.7	69.6	19.11	81.05	10.08	83.22	7.4	86.67	6.52	81.8	6.84	77.39	9.77
NoisyTune2026.04		60.85	0.93	55	0	74.69	2.92	67.64	1.01	84.76	2.08	80.91	0.44	70.64	1.23
PCGrad2026.04		60.76	3.24	76.4	2.95	73.83	2.95	67.77	1.21	82.84	3.39	80.09	1.62	73.61	2.56
FocalLoss2026.04		56.94	0.49	76	7.72	49.39	2.97	62.17	0	68.38	0	69.13	0	63.66	1.86