Automated Essay Scoring on ASAP++ full-data setting benchmark leaderboard · SOTA2 Research

Automated Essay Scoring on ASAP++ full-data setting

0.734Score P1DualBERT+LoRA+SA

Evaluation Results

Method	Links
DualBERT+LoRA+SA2026.02		0.734	0.713	0.71	0.764	0.737	0.763	0.765	0.674	0.732	0.009
DualBERT+LoRA2026.02		0.728	0.709	0.705	0.76	0.731	0.766	0.755	0.656	0.726	0.008
DualBERT+SA2026.02		0.725	0.706	0.703	0.761	0.734	0.762	0.768	0.666	0.728	0.006
ArTS+RMTS2026.02		0.716	0.704	0.723	0.772	0.737	0.769	0.736	0.651	0.726	0.042
DualBERT2026.02		0.714	0.695	0.697	0.758	0.73	0.763	0.757	0.647	0.72	0.009
ArTS2026.02		0.708	0.706	0.704	0.767	0.723	0.776	0.749	0.603	0.717	0.025
SaMRL2026.02		0.702	0.711	0.708	0.766	0.722	0.773	0.743	0.649	0.722	0.012
STL-LSTM2026.02		0.69	0.622	0.663	0.729	0.719	0.753	0.704	0.592	0.684	—
HISK2026.02		0.674	0.586	0.651	0.681	0.693	0.709	0.641	0.516	0.644	—
MTL-BiLSTM2026.02		0.67	0.611	0.647	0.708	0.704	0.712	0.684	0.581	0.665	—