Determiner Usage Evaluation on Manchester Corpus (12 child dyads) benchmark leaderboard · SOTA2 Research

Determiner Usage Evaluation on Manchester Corpus (12 child dyads)

0.902Biasgpt-bert-babylm-small

Evaluation Results

Method
gpt-bert-babylm-small2026.05	0.902	18.5	18.5	43.1	0.997	0.001
Children2026.05	0.834	25.1	24.2	22.6	0.527	0.484
roberta-base-strict-20232026.05	0.834	30.1	24.9	47.5	0.001	0.001
Caretakers2026.05	0.815	30.1	32	20	0.191	0.256
ltg-bert-bnc2026.05	0.783	31.4	28.7	22.5	0.138	0.505
babylm-baseline-100m-gpt-bert-causal-focus2026.05	0.782	31.4	28.8	24.7	0.122	0.041
roberta-base2026.05	0.776	32.3	29.2	23.9	0.096	0.142
opt-125m2026.05	0.756	34.6	30.3	25.1	0.027	0.018
t5-base2026.05	0.753	34.7	30.4	23.9	0.03	0.085
gpt22026.05	0.752	34.9	30.5	25.2	0.031	0.012