| Valid | |
| Run,AUPRC,AUROC,F1,ACC | |
| gru-att-256-ce-32-0.001-50,66.31$_{\pm{8.77}}$,71.11$_{\pm{9.07}}$,52.07$_{\pm{26.72}}$,64.82$_{\pm{8.69}}$ | |
| gru-diff-256-ce-32-0.001-50,93.07$_{\pm{1.87}}$,94.06$_{\pm{1.11}}$,86.78$_{\pm{1.73}}$,88.12$_{\pm{1.47}}$ | |
| gru-mlp-256-ce-32-0.001-50,87.77$_{\pm{8.86}}$,89.35$_{\pm{7.73}}$,81.14$_{\pm{8.71}}$,82.97$_{\pm{7.89}}$ | |
| logistic_regression,63.69$_{\pm{4.24}}$,69.21$_{\pm{2.75}}$,58.27$_{\pm{3.26}}$,64.77$_{\pm{2.89}}$ | |
| lstm-att-256-ce-32-0.001-50,54.97$_{\pm{5.99}}$,60.95$_{\pm{5.73}}$,49.01$_{\pm{24.59}}$,55.59$_{\pm{8.68}}$ | |
| lstm-diff-256-ce-32-0.001-50,60.94$_{\pm{7.57}}$,66.10$_{\pm{6.88}}$,49.46$_{\pm{24.82}}$,56.93$_{\pm{9.90}}$ | |
| lstm-mlp-256-ce-32-0.001-50,50.10$_{\pm{2.64}}$,57.97$_{\pm{1.72}}$,48.71$_{\pm{24.36}}$,45.40$_{\pm{3.30}}$ | |
| mamba-att-256-ce-32-0.001-50,82.78$_{\pm{8.92}}$,85.38$_{\pm{7.61}}$,75.30$_{\pm{8.73}}$,78.22$_{\pm{6.65}}$ | |
| mamba-diff-256-ce-32-0.001-50,94.33$_{\pm{0.64}}$,95.43$_{\pm{0.73}}$,88.35$_{\pm{1.16}}$,89.50$_{\pm{1.18}}$ | |
| mamba-mlp-256-ce-32-0.001-50,93.55$_{\pm{0.71}}$,94.92$_{\pm{0.50}}$,87.23$_{\pm{0.94}}$,88.61$_{\pm{0.73}}$ | |
| mha-att-256-ce-32-0.001-50,71.35$_{\pm{4.97}}$,75.80$_{\pm{4.98}}$,68.26$_{\pm{3.84}}$,69.79$_{\pm{4.28}}$ | |
| mha-diff-256-ce-32-0.001-50,88.94$_{\pm{2.63}}$,90.87$_{\pm{1.87}}$,81.31$_{\pm{1.67}}$,82.87$_{\pm{1.59}}$ | |
| mha-mlp-256-ce-32-0.001-50,88.61$_{\pm{2.80}}$,90.35$_{\pm{2.23}}$,80.63$_{\pm{2.18}}$,82.41$_{\pm{1.96}}$ | |
| non-siamese-rn18-diff-16-mamba-pcs-768-ce-32-0.001-50,88.65$_{\pm{1.53}}$,91.28$_{\pm{1.25}}$,82.77$_{\pm{1.75}}$,84.39$_{\pm{1.34}}$ | |
| random_forest,73.45$_{\pm{1.98}}$,76.28$_{\pm{0.70}}$,64.03$_{\pm{2.38}}$,67.34$_{\pm{1.24}}$ | |
| rn18-att-16-768-ce-32-0.001-50,64.59$_{\pm{4.86}}$,69.71$_{\pm{2.10}}$,61.03$_{\pm{2.57}}$,64.68$_{\pm{2.04}}$ | |
| rn18-diff-16-768-ce-32-0.001-50,92.10$_{\pm{1.55}}$,94.08$_{\pm{1.00}}$,85.78$_{\pm{0.96}}$,87.35$_{\pm{1.00}}$ | |
| rn18-diff-16-mamba-pcs-768-ce-32-0.001-50,93.95$_{\pm{0.84}}$,95.25$_{\pm{0.28}}$,87.95$_{\pm{0.75}}$,88.97$_{\pm{0.51}}$ | |
| rn18-diff-16-pcs-768-ce-32-0.001-50,92.53$_{\pm{1.14}}$,94.17$_{\pm{0.58}}$,84.30$_{\pm{0.84}}$,86.29$_{\pm{0.73}}$ | |
| rn18-mlp-16-768-ce-32-0.001-50,90.85$_{\pm{1.54}}$,93.25$_{\pm{0.92}}$,84.90$_{\pm{1.98}}$,86.82$_{\pm{1.28}}$ | |
| Test | |
| Run,AUPRC,AUROC,F1,ACC | |
| gru-att-256-ce-32-0.001-50,39.53$_{\pm{9.72}}$,63.97$_{\pm{8.31}}$,29.65$_{\pm{15.90}}$,52.68$_{\pm{20.45}}$ | |
| gru-diff-256-ce-32-0.001-50,36.65$_{\pm{2.59}}$,60.45$_{\pm{2.79}}$,37.68$_{\pm{4.60}}$,60.33$_{\pm{5.55}}$ | |
| gru-mlp-256-ce-32-0.001-50,40.52$_{\pm{5.91}}$,61.81$_{\pm{6.87}}$,41.05$_{\pm{4.72}}$,45.37$_{\pm{9.40}}$ | |
| logistic_regression,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$ | |
| lstm-att-256-ce-32-0.001-50,42.22$_{\pm{12.80}}$,64.48$_{\pm{9.38}}$,0.00$_{\pm{0.00}}$,75.61$_{\pm{0.00}}$ | |
| lstm-diff-256-ce-32-0.001-50,35.48$_{\pm{8.71}}$,61.92$_{\pm{1.81}}$,22.72$_{\pm{18.57}}$,52.03$_{\pm{21.57}}$ | |
| lstm-mlp-256-ce-32-0.001-50,29.73$_{\pm{3.08}}$,59.56$_{\pm{4.62}}$,0.00$_{\pm{0.00}}$,75.61$_{\pm{0.00}}$ | |
| mamba-att-256-ce-32-0.001-50,36.81$_{\pm{7.33}}$,62.06$_{\pm{4.67}}$,30.86$_{\pm{16.50}}$,57.07$_{\pm{16.81}}$ | |
| mamba-diff-256-ce-32-0.001-50,34.33$_{\pm{2.96}}$,58.09$_{\pm{3.74}}$,29.53$_{\pm{4.17}}$,65.04$_{\pm{4.39}}$ | |
| mamba-mlp-256-ce-32-0.001-50,33.88$_{\pm{6.48}}$,55.99$_{\pm{5.40}}$,25.87$_{\pm{7.67}}$,66.99$_{\pm{7.21}}$ | |
| mha-att-256-ce-32-0.001-50,29.52$_{\pm{4.80}}$,53.88$_{\pm{3.48}}$,15.75$_{\pm{16.11}}$,57.72$_{\pm{18.40}}$ | |
| mha-diff-256-ce-32-0.001-50,36.40$_{\pm{3.46}}$,59.47$_{\pm{2.31}}$,35.86$_{\pm{2.04}}$,60.81$_{\pm{7.51}}$ | |
| mha-mlp-256-ce-32-0.001-50,31.67$_{\pm{5.23}}$,55.67$_{\pm{6.92}}$,28.93$_{\pm{11.48}}$,57.24$_{\pm{5.69}}$ | |
| non-siamese-rn18-diff-16-mamba-pcs-768-ce-32-0.001-50,33.29$_{\pm{5.34}}$,58.59$_{\pm{6.32}}$,33.76$_{\pm{11.37}}$,59.51$_{\pm{9.78}}$ | |
| random_forest,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$ | |
| rn18-att-16-768-ce-32-0.001-50,31.14$_{\pm{6.42}}$,58.06$_{\pm{5.96}}$,26.31$_{\pm{12.04}}$,62.76$_{\pm{6.28}}$ | |
| rn18-diff-16-768-ce-32-0.001-50,28.89$_{\pm{2.57}}$,59.34$_{\pm{3.27}}$,11.82$_{\pm{7.59}}$,71.06$_{\pm{2.09}}$ | |
| rn18-diff-16-mamba-pcs-768-ce-32-0.001-50,34.60$_{\pm{6.18}}$,57.43$_{\pm{5.53}}$,34.49$_{\pm{6.17}}$,65.53$_{\pm{7.39}}$ | |
| rn18-diff-16-pcs-768-ce-32-0.001-50,31.62$_{\pm{4.70}}$,58.89$_{\pm{5.58}}$,27.46$_{\pm{11.63}}$,69.43$_{\pm{2.44}}$ | |
| rn18-mlp-16-768-ce-32-0.001-50,30.30$_{\pm{5.11}}$,57.29$_{\pm{5.48}}$,9.06$_{\pm{10.52}}$,71.71$_{\pm{4.49}}$ | |