data/trial_shapley_retrain_summary.csv

analysis,model,is_active_model,condition,metric,score,source_path
within_session_cleaning,blend,True,mixed_full,r2_test,0.7700144052505493,outputs/fig5_within_session_retraining_20260508/blend/blend_within_session_full_retrain_summary.csv
within_session_cleaning,blend,True,oracle,r2_test,0.8727896809577942,outputs/fig5_within_session_retraining_20260508/blend/blend_within_session_full_retrain_summary.csv
within_session_cleaning,blend,True,data_shapley,r2_test,0.8962831497192383,outputs/fig5_within_session_retraining_20260508/blend/blend_within_session_full_retrain_summary.csv
within_session_cleaning,blend_ndt,True,mixed_full,r2_test,0.8105307817459106,outputs/fig5_within_session_retraining_20260508/blend_ndt/blend_ndt_within_session_full_retrain_summary.csv
within_session_cleaning,blend_ndt,True,oracle,r2_test,0.8535405397415161,outputs/fig5_within_session_retraining_20260508/blend_ndt/blend_ndt_within_session_full_retrain_summary.csv
within_session_cleaning,blend_ndt,True,data_shapley,r2_test,0.8544336557388306,outputs/fig5_within_session_retraining_20260508/blend_ndt/blend_ndt_within_session_full_retrain_summary.csv
within_session_cleaning,cebra,True,mixed_full,r2_test,0.6363328695297241,outputs/fig5_within_session_matched_retraining_20260719/cebra/mixed_full/cebra_within_session_full_retrain_summary.csv
within_session_cleaning,cebra,True,oracle,r2_test,0.663968563079834,outputs/fig5_within_session_retraining_20260508/cebra/cebra_within_session_full_retrain_summary.csv
within_session_cleaning,cebra,True,data_shapley,r2_test,0.6763670444488525,outputs/fig5_within_session_matched_retraining_20260719/cebra/data_shapley/cebra_within_session_full_retrain_summary.csv
within_session_cleaning,dnn,True,mixed_full,r2_test,0.8342721462249756,outputs/fig5_within_session_retraining_20260508/dnn/dnn_within_session_full_retrain_summary.csv
within_session_cleaning,dnn,True,oracle,r2_test,0.8853729963302612,outputs/fig5_within_session_retraining_20260508/dnn/dnn_within_session_full_retrain_summary.csv
within_session_cleaning,dnn,True,data_shapley,r2_test,0.8356364965438843,outputs/fig5_within_session_retraining_20260508/dnn/dnn_within_session_full_retrain_summary.csv
within_session_cleaning,gpfa,True,mixed_full,r2_test,0.6846024394035339,outputs/fig5_within_session_retraining_20260508/gpfa/gpfa_within_session_full_retrain_summary.csv
within_session_cleaning,gpfa,True,oracle,r2_test,0.7278751730918884,outputs/fig5_within_session_retraining_20260508/gpfa/gpfa_within_session_full_retrain_summary.csv
within_session_cleaning,gpfa,True,data_shapley,r2_test,0.715899646282196,outputs/fig5_within_session_retraining_20260508/gpfa/gpfa_within_session_full_retrain_summary.csv
within_session_cleaning,gru,True,mixed_full,r2_test,0.8327764272689819,outputs/fig5_within_session_retraining_20260508/gru/gru_within_session_full_retrain_summary.csv
within_session_cleaning,gru,True,oracle,r2_test,0.8816319704055786,outputs/fig5_within_session_retraining_20260508/gru/gru_within_session_full_retrain_summary.csv
within_session_cleaning,gru,True,data_shapley,r2_test,0.9122464656829834,outputs/fig5_within_session_retraining_20260508/gru/gru_within_session_full_retrain_summary.csv
within_session_cleaning,langevinflow_ccn,True,mixed_full,r2_test,0.8912001848220825,outputs/fig5_within_session_retraining_20260508/langevinflow_ccn/langevinflow_ccn_within_session_full_retrain_summary.csv
within_session_cleaning,langevinflow_ccn,True,oracle,r2_test,0.9376183748245239,outputs/fig5_within_session_retraining_20260508/langevinflow_ccn/langevinflow_ccn_within_session_full_retrain_summary.csv
within_session_cleaning,langevinflow_ccn,True,data_shapley,r2_test,0.9028751254081726,outputs/fig5_within_session_retraining_20260508/langevinflow_ccn/langevinflow_ccn_within_session_full_retrain_summary.csv
within_session_cleaning,ldns,True,mixed_full,r2_test,0.865720272064209,outputs/fig5_within_session_retraining_20260508/ldns/ldns_within_session_full_retrain_summary.csv
within_session_cleaning,ldns,True,oracle,r2_test,0.8975447416305542,outputs/fig5_within_session_retraining_20260508/ldns/ldns_within_session_full_retrain_summary.csv
within_session_cleaning,ldns,True,data_shapley,r2_test,0.8306529521942139,outputs/fig5_within_session_retraining_20260508/ldns/ldns_within_session_full_retrain_summary.csv
within_session_cleaning,lfads_torch,True,mixed_full,r2_test,0.909595251083374,outputs/fig5_within_session_matched_retraining_20260719/lfads_torch/mixed_full/lfads_torch_within_session_full_retrain_summary.csv
within_session_cleaning,lfads_torch,True,oracle,r2_test,0.940969705581665,outputs/fig5_within_session_retraining_20260508/lfads_torch/lfads_torch_within_session_full_retrain_summary.csv
within_session_cleaning,lfads_torch,True,data_shapley,r2_test,0.9176875948905945,outputs/fig5_within_session_matched_retraining_20260719/lfads_torch/data_shapley/lfads_torch_within_session_full_retrain_summary.csv
within_session_cleaning,lstm,True,mixed_full,r2_test,0.919326663017273,outputs/fig5_within_session_retraining_20260508/lstm/lstm_within_session_full_retrain_summary.csv
within_session_cleaning,lstm,True,oracle,r2_test,0.9384677410125732,outputs/fig5_within_session_retraining_20260508/lstm/lstm_within_session_full_retrain_summary.csv
within_session_cleaning,lstm,True,data_shapley,r2_test,0.9091371297836304,outputs/fig5_within_session_retraining_20260508/lstm/lstm_within_session_full_retrain_summary.csv
within_session_cleaning,marble,True,mixed_full,r2_test,0.29862263798713684,outputs/fig5_within_session_retraining_20260508/marble/marble_within_session_full_retrain_summary.csv
within_session_cleaning,marble,True,oracle,r2_test,0.5149163007736206,outputs/fig5_within_session_retraining_20260508/marble/marble_within_session_full_retrain_summary.csv
within_session_cleaning,marble,True,data_shapley,r2_test,0.39351531863212585,outputs/fig5_within_session_retraining_20260508/marble/marble_within_session_full_retrain_summary.csv
within_session_cleaning,neds,True,mixed_full,r2_test,0.9675044417381287,outputs/fig5_within_session_retraining_20260508/neds/neds_within_session_full_retrain_summary.csv
within_session_cleaning,neds,True,oracle,r2_test,0.9644374847412109,outputs/fig5_within_session_retraining_20260508/neds/neds_within_session_full_retrain_summary.csv
within_session_cleaning,neds,True,data_shapley,r2_test,0.9718060493469238,outputs/fig5_within_session_retraining_20260508/neds/neds_within_session_full_retrain_summary.csv
within_session_cleaning,neds_pretrained,True,mixed_full,r2_test,0.9372514486312866,outputs/fig5_within_session_retraining_20260508/neds_pretrained/neds_pretrained_within_session_full_retrain_summary.csv
within_session_cleaning,neds_pretrained,True,oracle,r2_test,0.9689456224441528,outputs/fig5_within_session_retraining_20260508/neds_pretrained/neds_pretrained_within_session_full_retrain_summary.csv
within_session_cleaning,neds_pretrained,True,data_shapley,r2_test,0.939400315284729,outputs/fig5_within_session_retraining_20260508/neds_pretrained/neds_pretrained_within_session_full_retrain_summary.csv
within_session_cleaning,pca,True,mixed_full,r2_test,0.3280958831310272,outputs/fig5_within_session_retraining_20260508/pca/pca_within_session_full_retrain_summary.csv
within_session_cleaning,pca,True,oracle,r2_test,0.3748384714126587,outputs/fig5_within_session_retraining_20260508/pca/pca_within_session_full_retrain_summary.csv
within_session_cleaning,pca,True,data_shapley,r2_test,0.37106117606163025,outputs/fig5_within_session_retraining_20260508/pca/pca_within_session_full_retrain_summary.csv
within_session_cleaning,rnn,True,mixed_full,r2_test,0.7531468868255615,outputs/fig5_within_session_retraining_20260508/rnn/rnn_within_session_full_retrain_summary.csv
within_session_cleaning,rnn,True,oracle,r2_test,0.813408374786377,outputs/fig5_within_session_retraining_20260508/rnn/rnn_within_session_full_retrain_summary.csv
within_session_cleaning,rnn,True,data_shapley,r2_test,0.7341541051864624,outputs/fig5_within_session_retraining_20260508/rnn/rnn_within_session_full_retrain_summary.csv
within_session_cleaning,smc_rnns,True,mixed_full,r2_test,0.8542079925537109,outputs/fig5_within_session_retraining_20260508/smc_rnns/smc_rnns_within_session_full_retrain_summary.csv
within_session_cleaning,smc_rnns,True,oracle,r2_test,0.9101366996765137,outputs/fig5_within_session_retraining_20260508/smc_rnns/smc_rnns_within_session_full_retrain_summary.csv
within_session_cleaning,smc_rnns,True,data_shapley,r2_test,0.8699331283569336,outputs/fig5_within_session_retraining_20260508/smc_rnns/smc_rnns_within_session_full_retrain_summary.csv
within_session_cleaning,tndm,True,mixed_full,r2_test,0.8853889107704163,outputs/fig5_within_session_retraining_20260508/tndm/tndm_within_session_full_retrain_summary.csv
within_session_cleaning,tndm,True,oracle,r2_test,0.8210415244102478,outputs/fig5_within_session_retraining_20260508/tndm/tndm_within_session_full_retrain_summary.csv
within_session_cleaning,tndm,True,data_shapley,r2_test,0.8283848762512207,outputs/fig5_within_session_retraining_20260508/tndm/tndm_within_session_full_retrain_summary.csv
cross_session_old_trial_selection,blend,True,target_only,r2_mean,0.11432141065597534,outputs/fig5_cross_session_retraining_20260510/blend/seed42/full_retrain_results_currenttrain_old_only_transfer/blend_full_retrain_summary.csv
cross_session_old_trial_selection,blend,True,all_sessions,r2_mean,-0.1256813108921051,outputs/fig5_cross_session_retraining_20260510/blend/seed42/full_retrain_results_currenttrain_old_only_transfer/blend_full_retrain_summary.csv
cross_session_old_trial_selection,blend,True,oldonly_dshap_negative_removal,r2_mean,0.4186224043369293,outputs/fig5_cross_session_retraining_20260510/blend/seed42/full_retrain_results_currenttrain_old_only_transfer/blend_full_retrain_summary.csv
cross_session_old_trial_selection,blend_ndt,True,target_only,r2_mean,0.4240512549877167,outputs/fig5_cross_session_retraining_20260510/blend_ndt/seed42/full_retrain_results_currenttrain_old_only_transfer/blend_ndt_full_retrain_summary.csv
cross_session_old_trial_selection,blend_ndt,True,all_sessions,r2_mean,0.40450072288513184,outputs/fig5_cross_session_retraining_20260510/blend_ndt/seed42/full_retrain_results_currenttrain_old_only_transfer/blend_ndt_full_retrain_summary.csv
cross_session_old_trial_selection,blend_ndt,True,oldonly_dshap_negative_removal,r2_mean,0.154679536819458,outputs/fig5_cross_session_retraining_20260510/blend_ndt/seed42/full_retrain_results_currenttrain_old_only_transfer/blend_ndt_full_retrain_summary.csv
cross_session_old_trial_selection,cebra,True,target_only,r2_mean,0.3191969692707062,outputs/fig5_cross_session_retraining_20260510/cebra/seed42/full_retrain_results_currenttrain_old_only_transfer/cebra_full_retrain_summary.csv
cross_session_old_trial_selection,cebra,True,all_sessions,r2_mean,0.6551121473312378,outputs/fig5_cross_session_retraining_20260510/cebra/seed42/full_retrain_results_currenttrain_old_only_transfer/cebra_full_retrain_summary.csv
cross_session_old_trial_selection,cebra,True,oldonly_dshap_negative_removal,r2_mean,0.6904641389846802,outputs/fig5_cross_session_retraining_20260510/cebra/seed42/full_retrain_results_currenttrain_old_only_transfer/cebra_full_retrain_summary.csv
cross_session_old_trial_selection,dnn,True,target_only,r2_mean,0.800208568572998,outputs/fig5_cross_session_retraining_20260510/dnn/seed42/full_retrain_results_currenttrain_old_only_transfer/dnn_full_retrain_summary.csv
cross_session_old_trial_selection,dnn,True,all_sessions,r2_mean,0.7291351556777954,outputs/fig5_cross_session_retraining_20260510/dnn/seed42/full_retrain_results_currenttrain_old_only_transfer/dnn_full_retrain_summary.csv
cross_session_old_trial_selection,dnn,True,oldonly_dshap_negative_removal,r2_mean,0.7806761860847473,outputs/fig5_cross_session_retraining_20260510/dnn/seed42/full_retrain_results_currenttrain_old_only_transfer/dnn_full_retrain_summary.csv
cross_session_old_trial_selection,gpfa,True,target_only,r2_mean,0.673195481300354,outputs/fig5_cross_session_retraining_20260510/gpfa/seed42/full_retrain_results_currenttrain_old_only_transfer/gpfa_full_retrain_summary.csv
cross_session_old_trial_selection,gpfa,True,all_sessions,r2_mean,-0.2545117735862732,outputs/fig5_cross_session_retraining_20260510/gpfa/seed42/full_retrain_results_currenttrain_old_only_transfer/gpfa_full_retrain_summary.csv
cross_session_old_trial_selection,gpfa,True,oldonly_dshap_negative_removal,r2_mean,0.296526700258255,outputs/fig5_cross_session_retraining_20260510/gpfa/seed42/full_retrain_results_currenttrain_old_only_transfer/gpfa_full_retrain_summary.csv
cross_session_old_trial_selection,gru,True,target_only,r2_mean,0.7965540885925293,outputs/fig5_cross_session_retraining_20260510/gru/seed42/full_retrain_results_currenttrain_old_only_transfer/gru_full_retrain_summary.csv
cross_session_old_trial_selection,gru,True,all_sessions,r2_mean,0.7677397131919861,outputs/fig5_cross_session_retraining_20260510/gru/seed42/full_retrain_results_currenttrain_old_only_transfer/gru_full_retrain_summary.csv
cross_session_old_trial_selection,gru,True,oldonly_dshap_negative_removal,r2_mean,0.7593589425086975,outputs/fig5_cross_session_retraining_20260510/gru/seed42/full_retrain_results_currenttrain_old_only_transfer/gru_full_retrain_summary.csv
cross_session_old_trial_selection,langevinflow_ccn,True,target_only,r2_mean,-0.07789993286132812,outputs/fig5_cross_session_retraining_20260510/langevinflow_ccn/seed42/full_retrain_results_currenttrain_old_only_transfer/langevinflow_ccn_full_retrain_summary.csv
cross_session_old_trial_selection,langevinflow_ccn,True,all_sessions,r2_mean,0.5746556520462036,outputs/fig5_cross_session_retraining_20260510/langevinflow_ccn/seed42/full_retrain_results_currenttrain_old_only_transfer/langevinflow_ccn_full_retrain_summary.csv
cross_session_old_trial_selection,langevinflow_ccn,True,oldonly_dshap_negative_removal,r2_mean,0.43142813444137573,outputs/fig5_cross_session_retraining_20260510/langevinflow_ccn/seed42/full_retrain_results_currenttrain_old_only_transfer/langevinflow_ccn_full_retrain_summary.csv
cross_session_old_trial_selection,ldns,True,target_only,r2_mean,0.5739108324050903,outputs/fig5_cross_session_retraining_20260510/ldns/seed42/full_retrain_results_currenttrain_old_only_transfer/ldns_full_retrain_summary.csv
cross_session_old_trial_selection,ldns,True,all_sessions,r2_mean,0.5159040689468384,outputs/fig5_cross_session_retraining_20260510/ldns/seed42/full_retrain_results_currenttrain_old_only_transfer/ldns_full_retrain_summary.csv
cross_session_old_trial_selection,ldns,True,oldonly_dshap_negative_removal,r2_mean,0.6337634325027466,outputs/fig5_cross_session_retraining_20260510/ldns/seed42/full_retrain_results_currenttrain_old_only_transfer/ldns_full_retrain_summary.csv
cross_session_old_trial_selection,lfads_torch,True,target_only,r2_mean,0.9260963797569275,outputs/fig5_cross_session_retraining_20260510/lfads_torch/seed42/full_retrain_results_currenttrain_old_only_transfer/lfads_torch_full_retrain_summary.csv
cross_session_old_trial_selection,lfads_torch,True,all_sessions,r2_mean,0.7576751112937927,outputs/fig5_cross_session_retraining_20260510/lfads_torch/seed42/full_retrain_results_currenttrain_old_only_transfer/lfads_torch_full_retrain_summary.csv
cross_session_old_trial_selection,lfads_torch,True,oldonly_dshap_negative_removal,r2_mean,0.8262218236923218,outputs/fig5_cross_session_retraining_20260510/lfads_torch/seed42/full_retrain_results_currenttrain_old_only_transfer/lfads_torch_full_retrain_summary.csv
cross_session_old_trial_selection,lstm,True,target_only,r2_mean,0.7644439339637756,outputs/fig5_cross_session_retraining_20260510/lstm/seed42/full_retrain_results_currenttrain_old_only_transfer/lstm_full_retrain_summary.csv
cross_session_old_trial_selection,lstm,True,all_sessions,r2_mean,0.908989429473877,outputs/fig5_cross_session_retraining_20260510/lstm/seed42/full_retrain_results_currenttrain_old_only_transfer/lstm_full_retrain_summary.csv
cross_session_old_trial_selection,lstm,True,oldonly_dshap_negative_removal,r2_mean,0.8755612373352051,outputs/fig5_cross_session_retraining_20260510/lstm/seed42/full_retrain_results_currenttrain_old_only_transfer/lstm_full_retrain_summary.csv
cross_session_old_trial_selection,neds,True,target_only,r2_mean,0.8892735838890076,outputs/fig5_cross_session_retraining_20260510/neds/seed42/full_retrain_results_currenttrain_old_only_transfer/neds_full_retrain_summary.csv
cross_session_old_trial_selection,neds,True,all_sessions,r2_mean,0.9590921998023987,outputs/fig5_cross_session_retraining_20260510/neds/seed42/full_retrain_results_currenttrain_old_only_transfer/neds_full_retrain_summary.csv
cross_session_old_trial_selection,neds,True,oldonly_dshap_negative_removal,r2_mean,0.9512867331504822,outputs/fig5_cross_session_retraining_20260510/neds/seed42/full_retrain_results_currenttrain_old_only_transfer/neds_full_retrain_summary.csv
cross_session_old_trial_selection,neds_pretrained,True,target_only,r2_mean,0.5945131182670593,outputs/fig5_cross_session_retraining_20260510/neds_pretrained/seed42/full_retrain_results_currenttrain_old_only_transfer/neds_pretrained_full_retrain_summary.csv
cross_session_old_trial_selection,neds_pretrained,True,all_sessions,r2_mean,0.9272142052650452,outputs/fig5_cross_session_retraining_20260510/neds_pretrained/seed42/full_retrain_results_currenttrain_old_only_transfer/neds_pretrained_full_retrain_summary.csv
cross_session_old_trial_selection,neds_pretrained,True,oldonly_dshap_negative_removal,r2_mean,0.9587971568107605,outputs/fig5_cross_session_retraining_20260510/neds_pretrained/seed42/full_retrain_results_currenttrain_old_only_transfer/neds_pretrained_full_retrain_summary.csv
cross_session_old_trial_selection,pca,True,target_only,r2_mean,0.263071745634079,outputs/fig5_cross_session_retraining_20260510/pca/seed42/full_retrain_results_currenttrain_old_only_transfer/pca_full_retrain_summary.csv
cross_session_old_trial_selection,pca,True,all_sessions,r2_mean,0.15457838773727417,outputs/fig5_cross_session_retraining_20260510/pca/seed42/full_retrain_results_currenttrain_old_only_transfer/pca_full_retrain_summary.csv
cross_session_old_trial_selection,pca,True,oldonly_dshap_negative_removal,r2_mean,0.2566351890563965,outputs/fig5_cross_session_retraining_20260510/pca/seed42/full_retrain_results_currenttrain_old_only_transfer/pca_full_retrain_summary.csv
cross_session_old_trial_selection,rnn,True,target_only,r2_mean,0.4174221158027649,outputs/fig5_cross_session_retraining_20260510/rnn/seed42/full_retrain_results_currenttrain_old_only_transfer/rnn_full_retrain_summary.csv
cross_session_old_trial_selection,rnn,True,all_sessions,r2_mean,0.7104209661483765,outputs/fig5_cross_session_retraining_20260510/rnn/seed42/full_retrain_results_currenttrain_old_only_transfer/rnn_full_retrain_summary.csv
cross_session_old_trial_selection,rnn,True,oldonly_dshap_negative_removal,r2_mean,0.8011685609817505,outputs/fig5_cross_session_retraining_20260510/rnn/seed42/full_retrain_results_currenttrain_old_only_transfer/rnn_full_retrain_summary.csv
cross_session_old_trial_selection,smc_rnns,True,target_only,r2_mean,0.41455134749412537,outputs/fig5_cross_session_retraining_20260510/smc_rnns/seed42/full_retrain_results_currenttrain_old_only_transfer/smc_rnns_full_retrain_summary.csv
cross_session_old_trial_selection,smc_rnns,True,all_sessions,r2_mean,0.520700216293335,outputs/fig5_cross_session_retraining_20260510/smc_rnns/seed42/full_retrain_results_currenttrain_old_only_transfer/smc_rnns_full_retrain_summary.csv
cross_session_old_trial_selection,smc_rnns,True,oldonly_dshap_negative_removal,r2_mean,0.6554591655731201,outputs/fig5_cross_session_retraining_20260510/smc_rnns/seed42/full_retrain_results_currenttrain_old_only_transfer/smc_rnns_full_retrain_summary.csv
cross_session_old_trial_selection,tndm,True,target_only,r2_mean,0.6255723237991333,outputs/fig5_cross_session_retraining_20260510/tndm/seed42/full_retrain_results_currenttrain_old_only_transfer/tndm_full_retrain_summary.csv
cross_session_old_trial_selection,tndm,True,all_sessions,r2_mean,0.5235977172851562,outputs/fig5_cross_session_retraining_20260510/tndm/seed42/full_retrain_results_currenttrain_old_only_transfer/tndm_full_retrain_summary.csv
cross_session_old_trial_selection,tndm,True,oldonly_dshap_negative_removal,r2_mean,0.3820957541465759,outputs/fig5_cross_session_retraining_20260510/tndm/seed42/full_retrain_results_currenttrain_old_only_transfer/tndm_full_retrain_summary.csv