model,n_params_M,epoch,val_loss
released_singlecell,77.002341,,
released_spheroid_GN,77.000613,,
supervised_spheroid_FN,11.783428,,
stage1_image_only,77.000613,,
s2f_full_seed0,77.002341,22.0,0.6845365777248289
s2f_full_seed1,77.002341,32.0,0.7641608729595091
s2f_no_force_seed0,77.002341,36.0,0.6944503726028814
s2f_no_force_seed1,77.002341,31.0,0.7536247052797457
s2f_no_gan_seed0,77.002341,21.0,0.721968437113413
s2f_no_gan_seed1,77.002341,34.0,0.7040372549033747
s2f_no_substrate_no_gan_seed0,77.000613,25.0,0.598808929687593
s2f_no_substrate_no_gan_seed1,77.000613,38.0,0.6280873359703436
s2f_no_substrate_seed0,77.000613,23.0,0.6303678663765512
s2f_no_substrate_seed1,77.000613,17.0,0.6032634014036597
unet_gan_no_substrate_seed0,31.036481,21.0,0.6770522376386131
unet_gan_no_substrate_seed1,31.036481,1.0,0.6818016338639143
unet_gan_seed0,31.037633,18.0,0.7331220245942837
unet_gan_seed1,31.037633,24.0,0.8099774224002186
unet_no_substrate_seed0,31.036481,12.0,0.646111976809618
unet_no_substrate_seed1,31.036481,29.0,0.6637544072255855
unet_seed0,31.037633,21.0,0.7371067419284727
unet_seed1,31.037633,31.0,0.7615440138956395