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MIT-67 Fusion Head Checkpoints
Checkpoint cho dau hop nhat da nhanh (CNN/ViT/GNN) tren MIT-67, dang phan du: logits = log(p_base) + scale * delta(z). Moi cau hinh co 2 bien the: no_delta (chi to hop logits goc) va delta (co them phan hop nhat dac trung).
| Cau hinh | Test acc | Macro F1 | Weighted F1 | Gap train-test |
|---|---|---|---|---|
| CNN+VIT+GNN [concat] | 88.06 +/- 0.06 | 86.67 | 87.91 | -0.58 |
| CNN+VIT+GNN [attention] | 88.03 +/- 0.07 | 86.70 | 87.90 | -0.53 |
| CNN+VIT [concat] | 87.92 +/- 0.07 | 86.77 | 87.80 | -0.72 |
| CNN+VIT [attention] | 87.91 +/- 0.09 | 86.73 | 87.79 | -0.76 |
| VIT+GNN [concat] | 87.24 +/- 0.02 | 86.06 | 87.14 | -0.33 |
| VIT+GNN [attention] | 87.22 +/- 0.02 | 86.04 | 87.12 | -0.26 |
| VIT | 87.13 +/- 0.05 | 85.96 | 87.03 | -0.07 |
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