summary_cls-simple.csv

Valid
Run,AUPRC,AUROC,F1,ACC
_rn18-mlp-16-mamba-simple-768-oneway-ce-32-0.001-50,75.55$_{\pm{6.24}}$,77.74$_{\pm{4.05}}$,65.47$_{\pm{5.85}}$,71.84$_{\pm{1.50}}$
gru-att-256-simple-oneway-ce-32-0.001-50,67.64$_{\pm{12.24}}$,73.36$_{\pm{7.69}}$,63.64$_{\pm{8.47}}$,65.05$_{\pm{9.77}}$
gru-diff-256-simple-oneway-ce-32-0.001-50,72.00$_{\pm{7.97}}$,74.84$_{\pm{5.51}}$,60.26$_{\pm{8.49}}$,69.51$_{\pm{3.11}}$
gru-mlp-256-simple-oneway-ce-32-0.001-50,68.19$_{\pm{9.80}}$,73.34$_{\pm{6.66}}$,54.49$_{\pm{22.57}}$,64.85$_{\pm{4.85}}$
lstm-att-256-simple-oneway-ce-32-0.001-50,59.27$_{\pm{9.75}}$,65.82$_{\pm{4.13}}$,60.16$_{\pm{4.75}}$,48.16$_{\pm{11.03}}$
lstm-diff-256-simple-oneway-ce-32-0.001-50,62.59$_{\pm{6.60}}$,67.86$_{\pm{1.59}}$,35.12$_{\pm{28.89}}$,54.37$_{\pm{7.74}}$
lstm-mlp-256-simple-oneway-ce-32-0.001-50,54.28$_{\pm{3.67}}$,63.06$_{\pm{3.22}}$,58.94$_{\pm{8.79}}$,53.40$_{\pm{10.07}}$
mamba-att-256-simple-oneway-ce-32-0.001-50,70.45$_{\pm{9.08}}$,74.65$_{\pm{5.25}}$,49.71$_{\pm{25.86}}$,64.66$_{\pm{6.69}}$
mamba-diff-256-simple-oneway-ce-32-0.001-50,68.38$_{\pm{6.69}}$,72.01$_{\pm{2.56}}$,58.97$_{\pm{5.06}}$,67.38$_{\pm{1.45}}$
mamba-mlp-256-simple-oneway-ce-32-0.001-50,73.36$_{\pm{9.51}}$,77.63$_{\pm{5.61}}$,66.24$_{\pm{8.77}}$,70.49$_{\pm{4.05}}$
mha-att-256-simple-oneway-ce-32-0.001-50,72.14$_{\pm{7.30}}$,75.14$_{\pm{4.10}}$,63.98$_{\pm{6.25}}$,68.54$_{\pm{3.71}}$
mha-diff-256-simple-oneway-ce-32-0.001-50,70.36$_{\pm{5.61}}$,73.85$_{\pm{2.62}}$,62.57$_{\pm{4.97}}$,68.35$_{\pm{2.58}}$
mha-mlp-256-simple-oneway-ce-32-0.001-50,72.39$_{\pm{7.21}}$,75.79$_{\pm{2.87}}$,64.13$_{\pm{5.09}}$,63.30$_{\pm{11.83}}$
rn18-att-16-mamba-simple-768-oneway-ce-32-0.001-50,75.89$_{\pm{6.28}}$,77.14$_{\pm{4.42}}$,44.05$_{\pm{23.40}}$,68.93$_{\pm{4.87}}$
rn18-att-16-pcs-simple-768-oneway-ce-32-0.001-50,74.52$_{\pm{6.59}}$,76.06$_{\pm{2.90}}$,63.30$_{\pm{7.37}}$,70.29$_{\pm{4.70}}$
rn18-att-16-simple-768-oneway-ce-32-0.001-50,76.39$_{\pm{5.39}}$,79.19$_{\pm{1.84}}$,62.67$_{\pm{10.43}}$,73.01$_{\pm{2.56}}$
rn18-diff-16-simple-768-oneway-ce-32-0.001-50,67.93$_{\pm{6.88}}$,68.59$_{\pm{3.13}}$,59.69$_{\pm{5.75}}$,46.60$_{\pm{4.25}}$
rn18-mlp-16-mamba-pcs-simple-768-oneway-ce-32-0.001-50,75.59$_{\pm{6.27}}$,77.95$_{\pm{3.56}}$,61.19$_{\pm{16.24}}$,71.46$_{\pm{2.26}}$
rn18-mlp-16-pcs-simple-768-oneway-ce-32-0.001-50,75.47$_{\pm{6.64}}$,77.63$_{\pm{3.61}}$,68.10$_{\pm{5.49}}$,69.32$_{\pm{9.04}}$
rn18-mlp-16-simple-768-oneway-ce-32-0.001-50,75.34$_{\pm{6.07}}$,79.36$_{\pm{3.57}}$,57.70$_{\pm{20.97}}$,70.29$_{\pm{4.90}}$

Test
Run,AUPRC,AUROC,F1,ACC
_rn18-mlp-16-mamba-simple-768-oneway-ce-32-0.001-50,30.05$_{\pm{5.30}}$,47.55$_{\pm{6.68}}$,23.50$_{\pm{6.09}}$,59.07$_{\pm{16.96}}$
gru-att-256-simple-oneway-ce-32-0.001-50,40.79$_{\pm{8.60}}$,65.43$_{\pm{3.25}}$,27.84$_{\pm{16.56}}$,47.04$_{\pm{21.17}}$
gru-diff-256-simple-oneway-ce-32-0.001-50,32.54$_{\pm{8.96}}$,53.91$_{\pm{7.24}}$,30.68$_{\pm{8.56}}$,60.37$_{\pm{11.83}}$
gru-mlp-256-simple-oneway-ce-32-0.001-50,38.77$_{\pm{9.46}}$,55.09$_{\pm{7.43}}$,37.33$_{\pm{2.95}}$,30.37$_{\pm{12.59}}$
lstm-att-256-simple-oneway-ce-32-0.001-50,37.95$_{\pm{6.52}}$,62.97$_{\pm{4.18}}$,0.00$_{\pm{0.00}}$,75.93$_{\pm{0.00}}$
lstm-diff-256-simple-oneway-ce-32-0.001-50,42.05$_{\pm{8.26}}$,68.08$_{\pm{5.49}}$,15.52$_{\pm{19.01}}$,55.19$_{\pm{25.40}}$
lstm-mlp-256-simple-oneway-ce-32-0.001-50,33.20$_{\pm{4.30}}$,61.81$_{\pm{2.70}}$,23.28$_{\pm{19.01}}$,44.07$_{\pm{24.52}}$
mamba-att-256-simple-oneway-ce-32-0.001-50,26.85$_{\pm{5.27}}$,51.89$_{\pm{8.14}}$,20.59$_{\pm{18.10}}$,50.19$_{\pm{19.91}}$
mamba-diff-256-simple-oneway-ce-32-0.001-50,25.81$_{\pm{2.31}}$,51.01$_{\pm{4.30}}$,26.03$_{\pm{8.89}}$,61.85$_{\pm{3.48}}$
mamba-mlp-256-simple-oneway-ce-32-0.001-50,23.16$_{\pm{1.30}}$,47.29$_{\pm{3.11}}$,26.81$_{\pm{15.71}}$,44.26$_{\pm{24.72}}$
mha-att-256-simple-oneway-ce-32-0.001-50,28.99$_{\pm{3.74}}$,54.25$_{\pm{6.59}}$,12.65$_{\pm{15.65}}$,66.30$_{\pm{11.59}}$
mha-diff-256-simple-oneway-ce-32-0.001-50,24.71$_{\pm{2.81}}$,47.25$_{\pm{4.86}}$,16.34$_{\pm{11.54}}$,53.70$_{\pm{12.99}}$
mha-mlp-256-simple-oneway-ce-32-0.001-50,25.03$_{\pm{1.58}}$,49.36$_{\pm{2.66}}$,19.91$_{\pm{11.73}}$,62.04$_{\pm{8.73}}$
rn18-att-16-mamba-simple-768-oneway-ce-32-0.001-50,28.98$_{\pm{3.05}}$,57.86$_{\pm{6.28}}$,17.43$_{\pm{17.41}}$,70.93$_{\pm{7.91}}$
rn18-att-16-pcs-simple-768-oneway-ce-32-0.001-50,25.69$_{\pm{3.38}}$,48.20$_{\pm{8.09}}$,6.60$_{\pm{8.24}}$,71.11$_{\pm{3.86}}$
rn18-att-16-simple-768-oneway-ce-32-0.001-50,36.57$_{\pm{8.80}}$,57.95$_{\pm{12.60}}$,12.04$_{\pm{12.17}}$,74.81$_{\pm{1.48}}$
rn18-diff-16-simple-768-oneway-ce-32-0.001-50,35.91$_{\pm{4.25}}$,56.47$_{\pm{4.37}}$,37.70$_{\pm{2.81}}$,44.26$_{\pm{9.15}}$
rn18-mlp-16-mamba-pcs-simple-768-oneway-ce-32-0.001-50,27.00$_{\pm{2.18}}$,53.15$_{\pm{3.87}}$,19.58$_{\pm{14.54}}$,67.22$_{\pm{8.52}}$
rn18-mlp-16-pcs-simple-768-oneway-ce-32-0.001-50,29.33$_{\pm{5.82}}$,52.39$_{\pm{9.03}}$,23.54$_{\pm{14.28}}$,58.52$_{\pm{10.98}}$
rn18-mlp-16-simple-768-oneway-ce-32-0.001-50,36.71$_{\pm{7.10}}$,61.77$_{\pm{5.90}}$,16.13$_{\pm{19.15}}$,73.70$_{\pm{1.72}}$