test/loss,test/auprc,test/auroc,test/f1_score,test/precision,test/recall,test/sensitivity,test/specificity,ckpt_path,job_status,preset,experiment,sweep,tags,model.optimizer.lr,local,data.batch_size
0.1525115370750427,0.735183835029602,0.9363504648208618,0.661261260509491,0.7816826701164246,0.5729898810386658,0.5729898810386658,0.984080135822296,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=kiba;preset=deep_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_041.ckpt",COMPLETED,deep_dta,kiba,slurm_test,"[benchmark,ddta,gdta]",,,
0.193635880947113,0.4078962802886963,0.8581838607788086,0.3916666805744171,0.5371428728103638,0.3081967234611511,0.3081967234611511,0.9788622260093688,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=davis;preset=deep_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_008.ckpt",COMPLETED,deep_dta,davis,slurm_test,"[benchmark,ddta,gdta]",,,
0.5104637742042542,0.7619075775146484,0.8163812756538391,0.6808292269706726,0.6954700350761414,0.6667922139167786,0.6667922139167786,0.789406955242157,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=bindingdb;preset=deep_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_003.ckpt",COMPLETED,deep_dta,bindingdb,slurm_test,"[benchmark,ddta,gdta]",,,
0.2221491634845733,0.3560383319854736,0.78690105676651,0.2659846544265747,0.604651153087616,0.1704917997121811,0.1704917997121811,0.9911273717880248,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=davis;preset=graph_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_054.ckpt",COMPLETED,graph_dta,davis,slurm_test,"[benchmark,ddta,gdta]",,,
0.2281630784273147,0.4483628869056701,0.8383051156997681,0.2730720639228821,0.7176079750061035,0.1686182618141174,0.1686182618141174,0.9933990836143494,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=kiba;preset=graph_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_065.ckpt",COMPLETED,graph_dta,kiba,slurm_test,"[benchmark,ddta,gdta]",,,
0.4569543302059173,0.828099250793457,0.8623664379119873,0.7299983501434326,0.7756586670875549,0.6894148588180542,0.6894148588180542,0.8561919927597046,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=bindingdb;preset=graph_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_034.ckpt",COMPLETED,graph_dta,bindingdb,slurm_test,"[benchmark,ddta,gdta]",,,
0.1881016194820404,0.5213174819946289,0.8876519203186035,0.5207100510597229,0.6534653306007385,0.4327868819236755,0.4327868819236755,0.9817327857017516,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_18-08-40-028557_[sweep,benchmark]/experiment=davis;preset=hyper_attention_dti;sweep=slurm_test/checkpoints/epoch_017.ckpt",COMPLETED,hyper_attention_dti,davis,slurm_test,,,,
0.144176036119461,0.7704265117645264,0.9501243829727172,0.6897732019424438,0.7632575631141663,0.6291959285736084,0.6291959285736084,0.980585515499115,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_18-08-40-028557_[sweep,benchmark]/experiment=kiba;preset=hyper_attention_dti;sweep=slurm_test/checkpoints/epoch_014.ckpt",COMPLETED,hyper_attention_dti,kiba,slurm_test,,,,
0.3445079922676086,0.915877878665924,0.934882640838623,0.8371888399124146,0.8385065793991089,0.8358752131462097,0.8358752131462097,0.8838841319084167,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_18-08-40-028557_[sweep,benchmark]/experiment=bindingdb;preset=hyper_attention_dti;sweep=slurm_test/checkpoints/epoch_017.ckpt",COMPLETED,hyper_attention_dti,bindingdb,slurm_test,,,,
0.3915603458881378,0.3016493022441864,0.7910888195037842,0.085626907646656,0.6363636255264282,0.0459016375243663,0.0459016375243663,0.9979122877120972,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_18-50-02-680654_[mol_trans,benchmark]/experiment=davis;preset=mol_trans;sweep=slurm_test/checkpoints/epoch_000.ckpt",COMPLETED,mol_trans,davis,slurm_test,,,,
0.1662539541721344,0.7397991418838501,0.9369943141937256,0.6784178614616394,0.7550238966941833,0.6159250736236572,0.6159250736236572,0.9801195859909058,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_18-50-02-680654_[mol_trans,benchmark]/experiment=kiba;preset=mol_trans;sweep=slurm_test/checkpoints/epoch_008.ckpt",COMPLETED,mol_trans,kiba,slurm_test,,,,
0.2160931378602981,0.3230183720588684,0.796424388885498,0.3271028101444244,0.5691056847572327,0.2295081913471222,0.2295081913471222,0.9861690998077391,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_20-20-11-193061_[tcpi2,kiba,davis]/experiment=davis;model.optimizer.lr=1e-06;preset=transformer_cpi_2;sweep=slurm_test;tags=[tcpi2,kiba,davis]/checkpoints/epoch_023.ckpt",COMPLETED,transformer_cpi_2,davis,slurm_test,"[tcpi2,kiba,davis]",1e-06,,
0.2221459150314331,0.5159928798675537,0.8539965152740479,0.4716618657112121,0.612983763217926,0.3832943141460418,0.3832943141460418,0.9759260416030884,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_20-20-11-193061_[tcpi2,kiba,davis]/experiment=kiba;model.optimizer.lr=1e-06;preset=transformer_cpi_2;sweep=slurm_test;tags=[tcpi2,kiba,davis]/checkpoints/epoch_077.ckpt",COMPLETED,transformer_cpi_2,kiba,slurm_test,"[tcpi2,kiba,davis]",1e-06,,
0.1689525544643402,0.5410239696502686,0.9028607606887816,0.4678111672401428,0.6770186424255371,0.3573770523071289,0.3573770523071289,0.986430048942566,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_21-25-54-050914_[deep_conv_dti,benchmark]/experiment=davis;local=gpu3090;preset=deep_conv_dti;tags=[deep_conv_dti,benchmark]/checkpoints/epoch_012.ckpt",COMPLETED,deep_conv_dti,davis,,"[deep_conv_dti,benchmark]",,gpu3090,
0.1273866593837738,0.8186066746711731,0.95548677444458,0.7409326434135437,0.8289855122566223,0.6697892546653748,0.6697892546653748,0.9862545728683472,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_21-25-54-050914_[deep_conv_dti,benchmark]/experiment=kiba;local=gpu3090;preset=deep_conv_dti;tags=[deep_conv_dti,benchmark]/checkpoints/epoch_026.ckpt",COMPLETED,deep_conv_dti,kiba,,"[deep_conv_dti,benchmark]",,gpu3090,
0.3221746683120727,0.9174473285675048,0.9374850988388062,0.8440826535224915,0.8421315550804138,0.846042811870575,0.846042811870575,0.8856043219566345,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_21-25-54-050914_[deep_conv_dti,benchmark]/experiment=bindingdb;local=gpu3090;preset=deep_conv_dti;tags=[deep_conv_dti,benchmark]/checkpoints/epoch_008.ckpt",COMPLETED,deep_conv_dti,bindingdb,,"[deep_conv_dti,benchmark]",,gpu3090,
0.3808988630771637,0.9017271995544434,0.92254638671875,0.8203105330467224,0.818312406539917,0.822318434715271,0.822318434715271,0.8683114647865295,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-23_23-21-02-704802_[mol_trans,bindingdb]/experiment=bindingdb;local=gpu3090;preset=mol_trans;tags=[mol_trans,bindingdb]/checkpoints/epoch_064.ckpt",COMPLETED,mol_trans,bindingdb,,"[mol_trans,bindingdb]",,gpu3090,
0.202189102768898,0.3614169955253601,0.8401678204536438,0.330232560634613,0.5680000185966492,0.2327868789434433,0.2327868789434433,0.9859081506729126,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-23_23-27-18-387556_[m_graph_dta,benchmark]/experiment=davis;local=gpu3090;preset=m_graph_dta;tags=[m_graph_dta,benchmark]/checkpoints/epoch_094.ckpt",COMPLETED,m_graph_dta,davis,,"[m_graph_dta,benchmark]",,gpu3090,
0.1921116858720779,0.6082723736763,0.8893994092941284,0.4803767800331116,0.7285714149475098,0.3583138287067413,0.3583138287067413,0.9867205023765564,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-23_23-27-18-387556_[m_graph_dta,benchmark]/experiment=kiba;local=gpu3090;preset=m_graph_dta;tags=[m_graph_dta,benchmark]/checkpoints/epoch_246.ckpt",COMPLETED,m_graph_dta,kiba,,"[m_graph_dta,benchmark]",,gpu3090,
0.6574236750602722,0.5444095730781555,0.6328268051147461,0.483252614736557,0.5203881859779358,0.4510641098022461,0.4510641098022461,0.7001991868019104,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-11-06_14-16-25-154180_[benchmark,tcpi2,bindingdb]/data.batch_size=32;experiment=bindingdb;preset=transformer_cpi_2;tags=[benchmark,tcpi2,bindingdb]/checkpoints/epoch_017.ckpt",COMPLETED,transformer_cpi_2,bindingdb,,"[benchmark,tcpi2,bindingdb]",,,32.0