summary.csv

Valid
Run,MAE,RSE,PCC,KCC
gru-att-256-mse-32-0.001-50,114.21$_{\pm{12.10}}$,85.85$_{\pm{13.31}}$,33.81$_{\pm{19.12}}$,26.71$_{\pm{9.12}}$
gru-diff-256-mse-32-0.001-50,36.78$_{\pm{30.71}}$,21.52$_{\pm{20.98}}$,87.64$_{\pm{13.46}}$,77.58$_{\pm{18.26}}$
gru-mlp-256-mse-32-0.001-50,36.50$_{\pm{23.21}}$,18.91$_{\pm{12.33}}$,89.89$_{\pm{7.10}}$,79.01$_{\pm{11.93}}$
lstm-att-256-bmc-32-0.001-35,138.82$_{\pm{6.07}}$,100.78$_{\pm{0.78}}$,26.30$_{\pm{37.01}}$,11.65$_{\pm{5.71}}$
lstm-att-256-mse-32-0.001-50,123.37$_{\pm{3.60}}$,97.99$_{\pm{4.07}}$,15.88$_{\pm{10.48}}$,12.37$_{\pm{2.74}}$
lstm-att-256-oneway-bmc-32-0.001-35,125.57$_{\pm{6.74}}$,100.49$_{\pm{0.33}}$,-0.97$_{\pm{14.47}}$,3.65$_{\pm{11.17}}$
lstm-att-256-oneway-huber-32-0.001-35,121.95$_{\pm{5.64}}$,101.44$_{\pm{0.85}}$,55.23$_{\pm{42.38}}$,8.07$_{\pm{4.09}}$
lstm-att-256-oneway-mse-32-0.001-35,124.12$_{\pm{5.75}}$,100.36$_{\pm{0.25}}$,12.21$_{\pm{12.60}}$,11.95$_{\pm{3.75}}$
lstm-att-256-oneway-smoothl1-32-0.001-35,121.86$_{\pm{5.65}}$,101.32$_{\pm{0.63}}$,10.55$_{\pm{2.70}}$,12.34$_{\pm{3.83}}$
lstm-diff-256-mse-32-0.001-50,109.95$_{\pm{15.44}}$,82.10$_{\pm{19.94}}$,34.75$_{\pm{24.94}}$,27.70$_{\pm{13.35}}$
lstm-diff-256-oneway-smoothl1-32-0.001-35,119.88$_{\pm{3.99}}$,97.89$_{\pm{2.40}}$,23.09$_{\pm{3.98}}$,16.01$_{\pm{4.03}}$
lstm-diff-256-smoothl1-32-0.001-35,86.13$_{\pm{30.66}}$,53.58$_{\pm{28.27}}$,66.76$_{\pm{20.19}}$,54.62$_{\pm{16.78}}$
lstm-mlp-256-mse-32-0.001-50,123.56$_{\pm{2.04}}$,99.05$_{\pm{2.30}}$,12.66$_{\pm{6.52}}$,14.60$_{\pm{4.38}}$
mamba-att-256-mse-32-0.001-50,118.44$_{\pm{8.76}}$,92.26$_{\pm{10.55}}$,32.27$_{\pm{13.46}}$,23.91$_{\pm{6.47}}$
mamba-att-256-smoothl1-32-0.001-35,129.46$_{\pm{10.79}}$,90.56$_{\pm{8.38}}$,33.52$_{\pm{10.41}}$,24.72$_{\pm{5.73}}$
mamba-diff-256-mse-32-0.001-50,20.04$_{\pm{2.10}}$,10.94$_{\pm{2.84}}$,94.45$_{\pm{1.47}}$,87.05$_{\pm{1.67}}$
mamba-mlp-256-mse-32-0.001-50,31.56$_{\pm{14.15}}$,15.83$_{\pm{7.34}}$,91.72$_{\pm{4.15}}$,80.83$_{\pm{7.68}}$
mha-att-256-mse-32-0.001-50,94.52$_{\pm{14.58}}$,60.72$_{\pm{14.48}}$,61.95$_{\pm{11.36}}$,40.19$_{\pm{8.81}}$
mha-diff-256-mse-32-0.001-50,55.98$_{\pm{7.85}}$,25.57$_{\pm{7.45}}$,86.34$_{\pm{4.23}}$,67.83$_{\pm{3.62}}$
mha-mlp-256-mse-32-0.001-50,73.42$_{\pm{8.72}}$,40.09$_{\pm{8.97}}$,77.29$_{\pm{5.64}}$,58.18$_{\pm{5.95}}$
non-siamese-rn18-diff-16-mamba-pcs-768-mse-32-0.001-50,38.57$_{\pm{2.37}}$,20.37$_{\pm{5.18}}$,89.44$_{\pm{2.75}}$,76.82$_{\pm{0.86}}$
random_forest,99.04$_{\pm{2.29}}$,65.56$_{\pm{3.15}}$,59.23$_{\pm{2.54}}$,39.39$_{\pm{2.55}}$
ridge,119.02$_{\pm{3.31}}$,90.65$_{\pm{5.67}}$,31.95$_{\pm{7.22}}$,24.12$_{\pm{4.45}}$
rn18-att-16-768-mse-32-0.001-50,109.56$_{\pm{6.16}}$,78.25$_{\pm{6.37}}$,49.77$_{\pm{5.22}}$,34.23$_{\pm{4.18}}$
rn18-diff-16-768-mse-32-0.001-50,28.97$_{\pm{3.74}}$,10.78$_{\pm{3.28}}$,94.77$_{\pm{1.69}}$,84.32$_{\pm{2.00}}$
rn18-diff-16-mamba-pcs-768-mse-32-0.001-50,18.72$_{\pm{1.74}}$,8.89$_{\pm{1.71}}$,95.53$_{\pm{0.90}}$,88.89$_{\pm{0.63}}$
rn18-diff-16-pcs-768-mse-32-0.001-50,27.02$_{\pm{1.85}}$,9.72$_{\pm{2.30}}$,95.24$_{\pm{1.28}}$,84.77$_{\pm{1.09}}$
rn18-mlp-16-768-mse-32-0.001-50,32.65$_{\pm{3.00}}$,12.96$_{\pm{1.96}}$,93.40$_{\pm{1.08}}$,81.47$_{\pm{2.33}}$

QLX
Run,MAE,RSE,PCC,KCC
gru-att-256-mse-32-0.001-50,61.08$_{\pm{0.72}}$,112.93$_{\pm{0.67}}$,33.09$_{\pm{33.72}}$,8.73$_{\pm{5.40}}$
gru-diff-256-mse-32-0.001-50,71.84$_{\pm{4.52}}$,145.31$_{\pm{19.96}}$,20.48$_{\pm{14.01}}$,11.51$_{\pm{8.38}}$
gru-mlp-256-mse-32-0.001-50,64.08$_{\pm{6.28}}$,119.36$_{\pm{20.05}}$,28.11$_{\pm{8.47}}$,18.48$_{\pm{5.88}}$
lstm-att-256-bmc-32-0.001-35,58.28$_{\pm{0.15}}$,101.67$_{\pm{1.11}}$,85.69$_{\pm{28.61}}$,8.44$_{\pm{8.94}}$
lstm-att-256-mse-32-0.001-50,60.97$_{\pm{0.33}}$,113.85$_{\pm{1.29}}$,78.36$_{\pm{27.27}}$,9.65$_{\pm{8.24}}$
lstm-att-256-oneway-bmc-32-0.001-35,61.30$_{\pm{0.61}}$,105.08$_{\pm{1.33}}$,75.30$_{\pm{46.07}}$,3.22$_{\pm{7.85}}$
lstm-att-256-oneway-huber-32-0.001-35,60.19$_{\pm{0.36}}$,110.67$_{\pm{1.52}}$,50.91$_{\pm{41.70}}$,14.50$_{\pm{19.33}}$
lstm-att-256-oneway-mse-32-0.001-35,58.31$_{\pm{0.13}}$,101.94$_{\pm{0.89}}$,100.00$_{\pm{0.00}}$,-3.49$_{\pm{5.90}}$
lstm-att-256-oneway-smoothl1-32-0.001-35,60.40$_{\pm{0.69}}$,111.52$_{\pm{2.80}}$,28.34$_{\pm{11.91}}$,8.46$_{\pm{10.42}}$
lstm-diff-256-mse-32-0.001-50,62.05$_{\pm{0.94}}$,116.30$_{\pm{3.46}}$,23.76$_{\pm{43.56}}$,6.18$_{\pm{15.53}}$
lstm-diff-256-oneway-smoothl1-32-0.001-35,60.59$_{\pm{1.44}}$,107.87$_{\pm{2.48}}$,11.14$_{\pm{12.65}}$,3.25$_{\pm{14.37}}$
lstm-diff-256-smoothl1-32-0.001-35,62.79$_{\pm{3.39}}$,118.05$_{\pm{9.34}}$,12.70$_{\pm{7.75}}$,8.40$_{\pm{3.12}}$
lstm-mlp-256-mse-32-0.001-50,61.14$_{\pm{0.34}}$,114.50$_{\pm{1.33}}$,79.62$_{\pm{28.88}}$,10.74$_{\pm{6.88}}$
mamba-att-256-mse-32-0.001-50,61.78$_{\pm{1.25}}$,116.14$_{\pm{3.50}}$,19.13$_{\pm{12.54}}$,13.20$_{\pm{7.59}}$
mamba-att-256-smoothl1-32-0.001-35,61.41$_{\pm{1.28}}$,115.01$_{\pm{5.06}}$,23.13$_{\pm{13.69}}$,15.86$_{\pm{11.27}}$
mamba-diff-256-mse-32-0.001-50,101.37$_{\pm{7.88}}$,316.52$_{\pm{46.58}}$,12.86$_{\pm{15.11}}$,7.03$_{\pm{8.79}}$
mamba-mlp-256-mse-32-0.001-50,71.87$_{\pm{17.60}}$,167.14$_{\pm{94.65}}$,14.14$_{\pm{7.25}}$,5.60$_{\pm{5.55}}$
mha-att-256-mse-32-0.001-50,63.74$_{\pm{3.37}}$,120.66$_{\pm{14.70}}$,9.30$_{\pm{7.01}}$,2.90$_{\pm{6.10}}$
mha-diff-256-mse-32-0.001-50,84.33$_{\pm{12.38}}$,214.08$_{\pm{50.07}}$,0.04$_{\pm{13.49}}$,0.48$_{\pm{7.78}}$
mha-mlp-256-mse-32-0.001-50,69.69$_{\pm{5.94}}$,147.59$_{\pm{23.81}}$,10.76$_{\pm{12.50}}$,6.57$_{\pm{5.24}}$
non-siamese-rn18-diff-16-mamba-pcs-768-mse-32-0.001-50,72.97$_{\pm{7.64}}$,175.41$_{\pm{30.09}}$,17.71$_{\pm{19.17}}$,14.85$_{\pm{12.40}}$
random_forest,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$
ridge,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$,0.00$_{\pm{0.00}}$
rn18-att-16-768-mse-32-0.001-50,76.06$_{\pm{8.06}}$,155.95$_{\pm{24.65}}$,-14.36$_{\pm{6.34}}$,-13.47$_{\pm{9.06}}$
rn18-diff-16-768-mse-32-0.001-50,82.00$_{\pm{6.95}}$,195.95$_{\pm{32.25}}$,17.65$_{\pm{5.09}}$,12.39$_{\pm{3.62}}$
rn18-diff-16-mamba-pcs-768-mse-32-0.001-50,83.88$_{\pm{8.59}}$,204.28$_{\pm{35.47}}$,19.94$_{\pm{11.56}}$,11.09$_{\pm{7.62}}$
rn18-diff-16-pcs-768-mse-32-0.001-50,68.20$_{\pm{4.56}}$,136.58$_{\pm{20.04}}$,25.06$_{\pm{6.41}}$,16.01$_{\pm{2.37}}$
rn18-mlp-16-768-mse-32-0.001-50,78.41$_{\pm{11.44}}$,184.84$_{\pm{56.59}}$,9.43$_{\pm{7.13}}$,4.89$_{\pm{8.51}}$