Automated Essay Scoring on TCF generalization corpus benchmark leaderboard · SOTA2 Research

Automated Essay Scoring on TCF generalization corpus

0.94Pearson Correlation (ρ)Simple Concatenation (SC)

Evaluation Results

Method	Links
Simple Concatenation (SC)2026.06		0.94	0.6	0.92	0.37	67	99	66
TR2026.06		0.93	0.56	0.91	0.42	63	99	63
Simple Concatenation (SC)2026.06		0.93	0.56	0.91	0.41	64	99	63
Implicit Feature Vector (IV)2026.06		0.93	0.56	0.91	0.43	64	99	63
Soft-labeling (SL)2026.06		0.93	0.6	0.92	0.37	67	99	66
TR2026.06		0.93	0.56	0.91	0.41	64	99	63
Implicit Feature Vector (IV)2026.06		0.93	0.57	0.91	0.42	65	99	64
Soft-labeling (SL)2026.06		0.93	0.61	0.92	0.35	68	99	67
Rater 12026.06		0.92	0.51	0.88	0.58	59	96	51
Rater 22026.06		0.92	0.58	0.89	0.51	65	96	56