Multi-trait Automated Essay Scoring on ASAP++ 32-data setting (test) benchmark leaderboard · SOTA2 Research

Multi-trait Automated Essay Scoring on ASAP++ 32-data setting (test)

0.686Overall ScoreDualBERT + LoRA + SA + UST

Evaluation Results

Method	Links
DualBERT + LoRA + SA + UST2026.02		0.686	0.65	0.668	0.626	0.651	0.634	0.641	0.625	0.629	0.686	0.528	0.639	0.009
DualBERT + SA2026.02		0.677	0.631	0.648	0.601	0.628	0.625	0.626	0.616	0.624	0.673	0.575	0.63	0.013
DualBERT + UST2026.02		0.665	0.62	0.611	0.566	0.603	0.609	0.599	0.585	0.604	0.629	0.55	0.604	0.01
DualBERT + LoRA2026.02		0.654	0.615	0.618	0.543	0.577	0.597	0.603	0.6	0.6	0.618	0.522	0.595	0.018
DualBERT2026.02		0.636	0.605	0.6	0.544	0.573	0.598	0.598	0.595	0.611	0.613	0.549	0.593	0.019
ArTS+RMTS2026.02		0.494	0.485	0.503	0.466	0.503	0.389	0.4	0.447	0.441	0.165	0.334	0.421	0.1