Document-level traits prediction on offspring data 25 fold cross-validation
83.85Affect AUCTinyBERT+whisperM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TinyBERT+whisperMTraining Configuration=HILBERT: DualC + MoE2026.04 | 83.85 | 79.8 | 76.96 | |
| aMiniLM12+whisperMTraining Configuration=HILBERT: DualC + MoE2026.04 | 81.97 | 79.51 | 76.03 | |
| TinyBERT+whisperMTraining Configuration=Contrastive + MoE2026.04 | 81.94 | 78.61 | 75.05 | |
| TinyBERT+whisperMTraining Configuration=Transfer + MoE2026.04 | 80.82 | 75.98 | 74.03 | |
| sT5XL+whisperMTraining Configuration=HILBERT: DualC + MoE2026.04 | 80.81 | 78.21 | 79.97 | |
| sT5XL+whisperMTraining Configuration=Contrastive + MoE2026.04 | 80.6 | 76.06 | 77.4 | |
| TinyBERT+whisperMTraining Configuration=Baseline: Transfer2026.04 | 79.99 | 76.09 | 73.23 | |
| aMiniLM12+whisperMTraining Configuration=Contrastive + MoE2026.04 | 79.79 | 76.68 | 76.87 | |
| aMiniLM12+whisperMTraining Configuration=Transfer + MoE2026.04 | 79.65 | 75.89 | 74.83 | |
| sT5XL+whisperMTraining Configuration=Baseline: Transfer2026.04 | 79.52 | 73.46 | 75.06 | |
| sT5XL+whisperMTraining Configuration=Transfer + MoE2026.04 | 78.09 | 74.68 | 77.29 | |
| aMiniLM12+whisperMTraining Configuration=Baseline: Transfer2026.04 | 77.68 | 73.93 | 73.86 | |
| nDRoBERTa+w2v2LgFTTraining Configuration=HILBERT: DualC + MoE2026.04 | 76.39 | 73.88 | 78.16 | |
| nDRoBERTa+w2v2LgFTTraining Configuration=Contrastive + MoE2026.04 | 75.36 | 73.91 | 76.52 | |
| aMiniLM12+specTraining Configuration=HILBERT: DualC + MoE2026.04 | 73.17 | 63.14 | 64.66 | |
| aMiniLM12+specTraining Configuration=Contrastive + MoE2026.04 | 73.04 | 62.29 | 63.84 | |
| nDRoBERTa+w2v2LgFTTraining Configuration=Baseline: Transfer2026.04 | 72.42 | 73.18 | 74.11 | |
| nDRoBERTa+w2v2LgFTTraining Configuration=Transfer + MoE2026.04 | 72.04 | 73.49 | 74.58 | |
| aMiniLM12+specTraining Configuration=Transfer + MoE2026.04 | 71.83 | 60.44 | 62.29 | |
| aMiniLM12+specTraining Configuration=Baseline: Transfer2026.04 | 70.22 | 59.47 | 61.66 | |
| CLAP-LAION2026.04 | 64.23 | 58.48 | 60.81 | |
| nRoBERTa+w2v2LgFTTraining Configuration=HILBERT: DualC + MoE2026.04 | 63.5 | 74.37 | 70.33 | |
| nRoBERTa+w2v2LgFTTraining Configuration=Contrastive + MoE2026.04 | 62.24 | 72.88 | 69.34 | |
| nRoBERTa+w2v2LgFTTraining Configuration=Baseline: Transfer2026.04 | 60.5 | 70.63 | 66.84 | |
| nRoBERTa+w2v2LgFTTraining Configuration=Transfer + MoE2026.04 | 60.14 | 72.58 | 67.31 |