Cognitive and Psychological Spectrum Prediction on offspring data 25 fold (val) benchmark leaderboard · SOTA2 Research

Cognitive and Psychological Spectrum Prediction on offspring data 25 fold (val)

67.33Spectrum (AUC)TinyBERT+whisperM

Evaluation Results

Method	Links
TinyBERT+whisperM2026.04		67.33	68.42	60.5	55.97	60.2	66.06	77.83
TinyBERT+whisperM2026.04		64.87	66.61	58.7	55.13	59.31	66.13	73.81
TinyBERT+whisperM2026.04		64.29	65.18	58.59	52.63	56.39	62.73	73.36
TinyBERT+whisperM2026.04		63.84	64	56.09	54.15	57.6	63.31	71.9
aMiniLM12+spec2026.04		59.74	63.17	69.75	65.13	74.16	74.58	85.31
nDRoBERTa+w2v2LgFT2026.04		57.43	64.95	75.23	58.13	59.14	73.66	68.15
aMiniLM12+spec2026.04		56.83	61.8	66.38	64.26	72.05	73.92	80.77
nRoBERTa+w2v2LgFT2026.04		56.34	61.15	62.56	60.73	74.56	67.46	74.35
sT5XL+whisperM2026.04		56.09	61.82	71.05	61.63	59.86	69.65	71.6
nRoBERTa+w2v2LgFT2026.04		55.91	60.24	62.4	58.94	73.81	65.41	74.62
aMiniLM12+whisperM2026.04		54.6	65.89	56.85	60.89	66.8	63.92	64.61
aMiniLM12+spec2026.04		54.02	62.2	64.7	62.56	70.9	72.55	79.17
sT5XL+whisperM2026.04		53.8	60.31	69.47	59.82	58.3	66.65	66.98
nRoBERTa+w2v2LgFT2026.04		53.24	56.51	59.35	56.13	72.36	63.32	70.63
sT5XL+whisperM2026.04		53.21	59.94	67.21	57.13	56.39	64.9	66.16
nRoBERTa+w2v2LgFT2026.04		52.76	58.22	60.35	54.71	71.96	63.4	73.45
aMiniLM12+spec2026.04		52.71	57.85	63.47	60.95	69.93	70.7	77.1
CLAP-LAION2026.04		52.67	59.14	55.26	54.35	54.17	61.74	60.56
aMiniLM12+whisperM2026.04		52.36	62.54	56.67	56.97	64.51	63.09	62.93
nDRoBERTa+w2v2LgFT2026.04		52.33	64.24	71.35	54.2	58.11	71.17	64.28
aMiniLM12+whisperM2026.04		50.51	61.07	55.11	53.81	61.83	60.99	61.41
nDRoBERTa+w2v2LgFT2026.04		50.15	61.53	68.06	53.14	56.38	68.21	61.31
sT5XL+whisperM2026.04		50.12	57.42	67.17	56.38	56.24	63.71	64.32
aMiniLM12+whisperM2026.04		49.56	63.06	54.92	55.18	62.69	61.47	61
nDRoBERTa+w2v2LgFT2026.04		48.98	62.58	67.85	51.99	53.95	67.57	62.06