Document-level traits prediction on offspring data 25 fold cross-validation benchmark leaderboard · SOTA2 Research

Document-level traits prediction on offspring data 25 fold cross-validation

83.85Affect AUCTinyBERT+whisperM

Evaluation Results

Method	Links
TinyBERT+whisperM2026.04		83.85	79.8	76.96
aMiniLM12+whisperM2026.04		81.97	79.51	76.03
TinyBERT+whisperM2026.04		81.94	78.61	75.05
TinyBERT+whisperM2026.04		80.82	75.98	74.03
sT5XL+whisperM2026.04		80.81	78.21	79.97
sT5XL+whisperM2026.04		80.6	76.06	77.4
TinyBERT+whisperM2026.04		79.99	76.09	73.23
aMiniLM12+whisperM2026.04		79.79	76.68	76.87
aMiniLM12+whisperM2026.04		79.65	75.89	74.83
sT5XL+whisperM2026.04		79.52	73.46	75.06
sT5XL+whisperM2026.04		78.09	74.68	77.29
aMiniLM12+whisperM2026.04		77.68	73.93	73.86
nDRoBERTa+w2v2LgFT2026.04		76.39	73.88	78.16
nDRoBERTa+w2v2LgFT2026.04		75.36	73.91	76.52
aMiniLM12+spec2026.04		73.17	63.14	64.66
aMiniLM12+spec2026.04		73.04	62.29	63.84
nDRoBERTa+w2v2LgFT2026.04		72.42	73.18	74.11
nDRoBERTa+w2v2LgFT2026.04		72.04	73.49	74.58
aMiniLM12+spec2026.04		71.83	60.44	62.29
aMiniLM12+spec2026.04		70.22	59.47	61.66
CLAP-LAION2026.04		64.23	58.48	60.81
nRoBERTa+w2v2LgFT2026.04		63.5	74.37	70.33
nRoBERTa+w2v2LgFT2026.04		62.24	72.88	69.34
nRoBERTa+w2v2LgFT2026.04		60.5	70.63	66.84
nRoBERTa+w2v2LgFT2026.04		60.14	72.58	67.31