Trait-based Automatic Essay Scoring on ASAP++ Prompt 1 (test) benchmark leaderboard · SOTA2 Research

Trait-based Automatic Essay Scoring on ASAP++ Prompt 1 (test)

0.59QWK (Content)BigBird-CORAL

Evaluation Results

Method	Links
BigBird-CORAL2026.02		0.59	0.53	0.61	0.47	0.48	0.71	0.68	0.76	0.65	0.67
BigBird-RMSE2026.02		0.53	0.49	0.56	0.47	0.45	0.73	0.74	0.77	0.71	0.71
Ministral-3 8B2026.02		0.49	0.43	0.32	0.19	0.33	0.69	0.63	0.7	0.67	0.7
BigBird-nominal2026.02		0.39	0.44	0.43	0.33	0.33	0.73	0.74	0.77	0.71	0.71
Llama-3.1 8B2026.02		0.22	0.25	0.26	0.2	0.22	0.49	0.53	0.61	0.52	0.6
Gemma-3 12B2026.02		0.09	0.16	0.13	0.13	0.19	0.59	0.65	0.64	0.62	0.63