Natural Language Understanding on GLUE RoBERTa-base (val) benchmark leaderboard · SOTA2 Research

Natural Language Understanding on GLUE RoBERTa-base (val)

60.18CoLA ScoreIndividual

Evaluation Results

Method	Links
Individual2025.12		60.18	94.04	89.22	90.63	91.41	87.2	92.71	79.06	85.56	—	—
DTS-T*2025.12		59.71	93.35	89.95	90.54	88.87	85.33	91.69	76.9	84.54	1.18	0.88
DTS-D2025.12		59.66	93.69	89.71	90.62	90.8	87.09	92.11	76.17	84.98	0.67	3.81
DTS-T2025.12		59.33	93.66	89.68	90.59	90.55	86.5	91.8	77.26	84.93	0.73	3.81
DTS-D*2025.12		59.26	93.81	89.96	90.58	89.63	86.45	92.18	76.17	84.75	0.94	0.88
Twin-Merging2025.12		59.12	93.53	88.65	72.36	89.17	84.3	92.32	73.89	81.67	4.55	100
SVD2025.12		58.31	93.92	88.48	90.65	87.56	85.8	92.26	65.25	82.78	3.24	4.14
FREE-Merging2025.12		54.5	93.69	88.46	67.04	88.03	80.6	89.9	79.06	80.16	6.31	10
T-Switch2025.12		53.12	94.04	89.22	90.15	91.16	87.08	92.57	77.26	84.33	1.44	6.25
TALL-Mask2025.12		45.81	93.81	88.73	88.87	88.51	80.29	92.37	75.09	81.69	4.52	15.62
EMR-Merging2025.12		39.96	93.35	86.27	82.73	89.72	85.45	89.57	74.37	80.18	6.29	15.62
RegMean2025.12		36.67	90.6	75.74	62.68	83.55	70.02	82.35	58.48	70.01	18.17	0
Ties-Merging2025.12		20.48	84.4	81.13	58.19	85.7	64.65	74.81	42.96	64.04	25.15	0
Task-Arithmetic2025.12		18.78	85.89	79.9	74.03	83.78	59.08	69.67	62.09	66.65	22.1	0
Weight-Averaging2025.12		13.96	64.11	69.36	31.84	75.36	42.19	58.7	55.23	51.34	40	0
DARE2025.12		9.28	77.87	77.94	30.77	79.25	39.35	71.48	62.09	56	34.54	0