Natural Language Understanding on GLUE (All Subtasks Performance) benchmark leaderboard · SOTA2 Research

Natural Language Understanding on GLUE (All Subtasks Performance)

71.69CoLATASO

Evaluation Results

Method	Links
TASO2025.09		71.69	91.83	94.17	91.6	88.94	88.49	95.87	92.4	90.61	90.89	89.43
SoRA2025.09		71.48	91.98	94.28	92.39	89.87	87.77	95.64	92.22	90.35	90.38	89.36
LoRA2025.09		69.87	89.91	93.46	92.22	89.63	87.05	95.53	91.79	90.55	90.31	88.62
TASO2025.09		69.86	90.03	93.72	91.3	88.57	88.01	95.6	92.3	90.36	90.44	88.73
LoRA2025.09		69.73	89.71	93.76	91.95	89.26	85.32	95.57	91.86	90.47	90.46	88.38
Fine-Tune2025.09		69.21	89.22	93.78	92.05	89.31	82.49	95.64	91.59	89.98	89.95	87.82
Adapter2025.09		69	89.9	93.79	91.45	88.88	82.44	95.16	91.45	90.11	90.11	87.85
Bitfit2025.09		68.7	87.16	91.9	87.86	84.2	76.12	94.38	89.71	87.45	87.45	85.18