Natural Language Understanding on GLUE8 (val) benchmark leaderboard · SOTA2 Research

Natural Language Understanding on GLUE8 (val)

0.578CoLA ScoreLORA+

Evaluation Results

Method	Links
LORA+2026.05		0.578	0.95	0.84	0.862	0.807	0.845	0.851	0.838	0.769
RITE2026.05		0.515	0.947	0.883	0.873	0.821	0.846	0.889	0.895	0.782
ADAMW2026.05		0.504	0.954	0.831	0.863	0.766	0.813	0.846	0.848	0.752
LAMB2026.05		0.468	0.939	0.86	0.872	0.776	0.842	0.868	0.856	0.756
FFA2026.05		0.456	0.935	0.759	0.821	0.713	0.736	0.809	0.809	0.712
PRISM2026.05		0.444	0.919	0.798	0.718	0.77	0.707	0.776	0.791	0.69
LORA+2026.05		0.436	0.897	0.787	0.691	0.739	0.721	0.747	0.823	0.674
LORA+2026.05		0.434	0.906	0.798	0.668	0.73	0.708	0.74	0.812	0.665
LAMB2026.05		0.414	0.92	0.756	0.544	0.521	0.602	0.709	0.776	0.621
ADAMW2026.05		0.41	0.903	0.778	0.622	0.555	0.633	0.718	0.812	0.634
ADAMW2026.05		0.407	0.915	0.77	0.659	0.493	0.651	0.716	0.798	0.641
PRISM2026.05		0.406	0.884	0.784	0.729	0.77	0.732	0.791	0.78	0.68
LAMB2026.05		0.396	0.909	0.759	0.517	0.486	0.586	0.708	0.783	0.609
PRISM2026.05		0.392	0.921	0.857	0.822	0.797	0.814	0.834	0.798	0.737
FFA2026.05		0.355	0.907	0.738	0.465	0.479	0.579	0.684	0.755	0.589
FFA2026.05		0.337	0.89	0.73	0.406	0.466	0.561	0.662	0.74	0.569
RITE2026.05		0.235	0.787	0.635	0.268	0.5	0.482	0.562	0.657	0.49
RITE2026.05		0.221	0.713	0.636	0.26	0.485	0.463	0.548	0.606	0.462