data/clean_prediction_summary.csv

model,dataset,dataset_display,expected_session,session,status,eval_mode,decoder,metric,score,mse,n_train_trials,n_test_trials,n_neurons,latent_dim,source_path
blend,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,ridge,r2,0.9175238609313965,1.196044921875,256,63,59,,benchmark_results/blend/blend_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
blend,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,logistic,accuracy,0.5714285714285714,,479,119,444,,benchmark_results/blend/blend_benchmark_721123822.json
blend,speech,Speech,t12,t12,present,sequence_classification,logistic,accuracy,0.06060606060606061,,135,33,64,,benchmark_results/blend/blend_benchmark_speech_threshold_crossings_t12.json
blend,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,ridge,r2,0.8445752859115601,6.297308921813965,290,72,128,,benchmark_results/blend/blend_benchmark_mc_pacman.json
blend,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,ridge,r2,0.9870438575744629,0.0009629210690036416,240,60,300,,benchmark_results/blend/blend_benchmark_ratinabox_nav.json
blend_ndt,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,ridge,r2,0.8707619309425354,1.8752440214157104,256,63,59,,benchmark_results/blend_ndt/blend_ndt_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
blend_ndt,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,logistic,accuracy,0.8823529411764706,,479,119,444,,benchmark_results/blend_ndt/blend_ndt_benchmark_721123822.json
blend_ndt,speech,Speech,t12,t12,present,sequence_classification,logistic,accuracy,0.7878787878787878,,135,33,64,,benchmark_results/blend_ndt/blend_ndt_benchmark_speech_threshold_crossings_t12.json
blend_ndt,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,ridge,r2,0.7803788185119629,8.898341178894043,290,72,128,,benchmark_results/blend_ndt/blend_ndt_benchmark_mc_pacman.json
blend_ndt,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,ridge,r2,0.9343204498291016,0.004853242542594671,240,60,300,,benchmark_results/blend_ndt/blend_ndt_benchmark_ratinabox_nav.json
cebra,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,knn,r2,0.7898101210594177,3.051151752471924,,,59,32,benchmark_results/cebra/cebra_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
cebra,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,knn,accuracy,0.4789915966386555,,,,444,32,benchmark_results/cebra/cebra_benchmark_721123822.json
cebra,speech,Speech,t12,t12,present,sequence_classification,knn,accuracy,0.3939393939393939,,,,64,32,benchmark_results/cebra/cebra_benchmark_speech_threshold_crossings_t12.json
cebra,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,knn,r2,0.8163397908210754,7.441318988800049,,,128,32,benchmark_results/cebra/cebra_benchmark_mc_pacman.json
cebra,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,knn,r2,0.9830722808837891,0.0012543825432658195,,,300,32,benchmark_results/cebra/cebra_benchmark_ratinabox_nav.json
dnn,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,dnn,r2,0.893627405166626,1.5450406074523926,256,63,59,,benchmark_results/dnn/dnn_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
dnn,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,dnn,accuracy,0.09243697478991597,,479,119,444,,benchmark_results/dnn/dnn_benchmark_721123822.json
dnn,speech,Speech,t12,t12,present,sequence_classification,dnn,accuracy,0.9090909090909091,,135,33,64,,benchmark_results/dnn/dnn_benchmark_speech_threshold_crossings_t12.json
dnn,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,dnn,r2,0.905195951461792,3.8411543369293213,290,72,128,,benchmark_results/dnn/dnn_benchmark_mc_pacman.json
dnn,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,dnn,r2,0.931598961353302,0.005079955793917179,240,60,300,,benchmark_results/dnn/dnn_benchmark_ratinabox_nav.json
dpad,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,native,r2,0.9144360423088074,1.2411186695098877,,,59,16,benchmark_results/dpad/dpad_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
dpad,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,native,accuracy,0.7394957983193278,,,,444,16,benchmark_results/dpad/dpad_benchmark_721123822.json
dpad,speech,Speech,t12,t12,present,sequence_classification,native,accuracy,0.5151515151515151,,,,64,16,benchmark_results/dpad/dpad_benchmark_speech_threshold_crossings_t12.json
dpad,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,native,r2,0.8990999460220337,4.088143348693848,,,128,16,benchmark_results/dpad/dpad_benchmark_mc_pacman.json
dpad,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,native,r2,0.9679579734802246,0.002372820395976305,,,300,16,benchmark_results/dpad/dpad_benchmark_ratinabox_nav.json
gpfa,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,ridge,r2,0.7373411655426025,3.8092288970947266,256,63,59,10,benchmark_results/gpfa/gpfa_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
gpfa,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,logistic,accuracy,0.4957983193277311,,479,119,444,10,benchmark_results/gpfa/gpfa_benchmark_721123822.json
gpfa,speech,Speech,t12,t12,present,sequence_classification,logistic,accuracy,0.7878787878787878,,135,33,64,10,benchmark_results/gpfa/gpfa_benchmark_speech_threshold_crossings_t12.json
gpfa,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,ridge,r2,0.49674326181411743,20.39034080505371,290,72,128,10,benchmark_results/gpfa/gpfa_benchmark_mc_pacman.json
gpfa,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,ridge,r2,0.9226212501525879,0.005764497444033623,240,60,300,10,benchmark_results/gpfa/gpfa_benchmark_ratinabox_nav.json
gru,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,gru,r2,0.9182087779045105,1.1866710186004639,256,63,59,,benchmark_results/gru/gru_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
gru,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,gru,accuracy,0.8907563025210085,,479,119,444,,benchmark_results/gru/gru_benchmark_721123822.json
gru,speech,Speech,t12,t12,present,sequence_classification,gru,accuracy,0.7272727272727273,,135,33,64,,benchmark_results/gru/gru_benchmark_speech_threshold_crossings_t12.json
gru,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,gru,r2,0.901454746723175,3.99273681640625,290,72,128,,benchmark_results/gru/gru_benchmark_mc_pacman.json
gru,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,gru,r2,0.5741032361984253,0.03174031898379326,240,60,300,,benchmark_results/gru/gru_benchmark_ratinabox_nav.json
langevinflow_ccn,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,ridge,r2,0.9345235824584961,0.9508563280105591,256,63,59,59,benchmark_results/langevinflow_ccn/langevinflow_ccn_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
langevinflow_ccn,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,logistic,accuracy,0.5378151260504201,,479,119,444,444,benchmark_results/langevinflow_ccn/langevinflow_ccn_benchmark_721123822.json
langevinflow_ccn,speech,Speech,t12,t12,present,sequence_classification,logistic,accuracy,0.09090909090909091,,135,33,64,64,benchmark_results/langevinflow_ccn/langevinflow_ccn_benchmark_speech_threshold_crossings_t12.json
langevinflow_ccn,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,ridge,r2,0.8797211050987244,4.873313903808594,290,72,128,128,benchmark_results/langevinflow_ccn/langevinflow_ccn_benchmark_mc_pacman.json
langevinflow_ccn,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,ridge,r2,0.991753101348877,0.0006137726595625281,240,60,300,300,benchmark_results/langevinflow_ccn/langevinflow_ccn_benchmark_ratinabox_nav.json
ldns,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,ldns_rate_sklearn_ridge,r2,0.9001415967941284,1.4492790699005127,256,63,59,16,benchmark_results/ldns/ldns_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
ldns,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,ldns_rate_sklearn_logistic,accuracy,0.680672268907563,,479,119,444,16,benchmark_results/ldns/ldns_benchmark_721123822.json
ldns,speech,Speech,t12,t12,present,sequence_classification,ldns_rate_sklearn_logistic,accuracy,0.7878787878787878,,135,33,64,32,benchmark_results/ldns/ldns_benchmark_speech_threshold_crossings_t12.json
ldns,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,ldns_rate_sklearn_ridge,r2,0.8718337416648865,5.192883014678955,290,72,128,16,benchmark_results/ldns/ldns_benchmark_mc_pacman.json
ldns,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,ldns_rate_sklearn_ridge,r2,0.9735897779464722,0.0019637481309473515,240,60,300,16,benchmark_results/ldns/ldns_benchmark_ratinabox_nav.json
lfads_torch,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,ridge,r2,0.9169001579284668,1.2079410552978516,256,63,59,,benchmark_results/lfads_torch/lfads_torch_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
lfads_torch,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,logistic,accuracy,0.5210084033613446,,479,119,444,,benchmark_results/lfads_torch/lfads_torch_benchmark_721123822.json
lfads_torch,speech,Speech,t12,t12,present,sequence_classification,logistic,accuracy,0.36363636363636365,,135,33,64,,benchmark_results/lfads_torch/lfads_torch_benchmark_speech_threshold_crossings_t12.json
lfads_torch,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,ridge,r2,0.8950482606887817,4.252305507659912,290,72,128,,benchmark_results/lfads_torch/lfads_torch_benchmark_mc_pacman.json
lfads_torch,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,ridge,r2,0.9904201030731201,0.0007134108454920352,240,60,300,,benchmark_results/lfads_torch/lfads_torch_benchmark_ratinabox_nav.json
lstm,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,lstm,r2,0.9564487338066101,0.6339352130889893,256,63,59,,benchmark_results/lstm/lstm_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
lstm,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,lstm,accuracy,0.8403361344537815,,479,119,444,,benchmark_results/lstm/lstm_benchmark_721123822.json
lstm,speech,Speech,t12,t12,present,sequence_classification,lstm,accuracy,0.696969696969697,,135,33,64,,benchmark_results/lstm/lstm_benchmark_speech_threshold_crossings_t12.json
lstm,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,lstm,r2,0.7150179147720337,11.546555519104004,290,72,128,,benchmark_results/lstm/lstm_benchmark_mc_pacman.json
lstm,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,lstm,r2,0.6409293413162231,0.026148714125156403,240,60,300,,benchmark_results/lstm/lstm_benchmark_ratinabox_nav.json
marble,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,ole,r2,0.43705499172210693,8.204401969909668,256,63,59,3,benchmark_results/marble/marble_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
marble,allen_neuropixels,Visual Coding,721123822,,missing,,,accuracy,,,,,,,
marble,speech,Speech,t12,t12,present,sequence_classification,logistic,accuracy,0.5757575757575758,,135,33,64,3,benchmark_results/marble/marble_benchmark_speech_threshold_crossings_t12.json
marble,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,ole,r2,0.14313989877700806,34.71720886230469,290,72,128,3,benchmark_results/marble/marble_benchmark_mc_pacman.json
marble,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,knn,r2,0.9625695943832397,0.0027685980312526226,240,60,300,32,benchmark_results/marble/marble_benchmark_ratinabox_nav.json
mint,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,,mint_pipeline,r2,0.939287841292908,,,,59,,benchmark_results/mint/mint_benchmark_monkey_sub-C_ses-CO-20151104_behavior+ecephys.json
mint,allen_neuropixels,Visual Coding,721123822,721123822,present,,mint_pipeline,accuracy,0.7058823529411765,,,,444,,benchmark_results/mint/mint_benchmark_allen_neuropixels_721123822.json
mint,speech,Speech,t12,t12,present,,mint_pipeline,accuracy,0.8484848484848485,,,,64,,benchmark_results/mint/mint_benchmark_speech_threshold_crossings_t12.json
mint,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,,mint_pipeline,r2,0.887554874298499,,,,128,,benchmark_results/mint/mint_benchmark_mc_pacman.json
mint,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,,mint_pipeline,r2,0.9685728033714524,,,,300,,benchmark_results/mint/mint_benchmark_ratinabox_ratinabox_nav.json
neds,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,neds_e2e,r2,0.9511939883232117,0.7080138921737671,256,63,59,,benchmark_results/neds/neds_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
neds,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,neds_e2e,accuracy,0.8571428571428571,,479,119,444,,benchmark_results/neds/neds_benchmark_721123822.json
neds,speech,Speech,t12,t12,present,sequence_classification,neds_e2e,accuracy,0.696969696969697,,135,33,64,,benchmark_results/neds/neds_benchmark_speech_threshold_crossings_t12.json
neds,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,neds_e2e,r2,0.9823509454727173,0.7150822281837463,290,72,128,,benchmark_results/neds/neds_benchmark_mc_pacman.json
neds,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,neds_e2e,r2,0.9958379864692688,0.0003035656700376421,240,60,300,,benchmark_results/neds/neds_benchmark_ratinabox_nav.json
neds_pretrained,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,neds_e2e,r2,0.9656530618667603,0.4990532398223877,256,63,59,,benchmark_results/neds_pretrained/neds_pretrained_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
neds_pretrained,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,neds_e2e,accuracy,0.8991596638655462,,479,119,444,,benchmark_results/neds_pretrained/neds_pretrained_benchmark_721123822.json
neds_pretrained,speech,Speech,t12,t12,present,sequence_classification,neds_e2e,accuracy,0.45454545454545453,,135,33,64,,benchmark_results/neds_pretrained/neds_pretrained_benchmark_speech_threshold_crossings_t12.json
neds_pretrained,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,neds_e2e,r2,0.9773258566856384,0.9186822175979614,290,72,128,,benchmark_results/neds_pretrained/neds_pretrained_benchmark_mc_pacman.json
neds_pretrained,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,neds_e2e,r2,0.9976933002471924,0.00017039672820828855,240,60,300,,benchmark_results/neds_pretrained/neds_pretrained_benchmark_ratinabox_nav.json
neuro_behavior_conditioning,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,native,r2,0.6575568318367004,4.993862152099609,,,59,40,benchmark_results/neuro_behavior_conditioning/neuro_behavior_conditioning_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
neuro_behavior_conditioning,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,native,accuracy,0.4369747899159664,,,,444,40,benchmark_results/neuro_behavior_conditioning/neuro_behavior_conditioning_benchmark_721123822.json
neuro_behavior_conditioning,speech,Speech,t12,t12,present,sequence_classification,native,accuracy,0.18181818181818182,,,,64,40,benchmark_results/neuro_behavior_conditioning/neuro_behavior_conditioning_benchmark_speech_threshold_crossings_t12.json
neuro_behavior_conditioning,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,native,r2,0.728542685508728,10.998574256896973,,,128,40,benchmark_results/neuro_behavior_conditioning/neuro_behavior_conditioning_benchmark_mc_pacman.json
neuro_behavior_conditioning,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,native,r2,-0.33934974670410156,0.09868668019771576,,,300,40,benchmark_results/neuro_behavior_conditioning/neuro_behavior_conditioning_benchmark_ratinabox_nav.json
pca,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,ridge,r2,0.37456005811691284,9.078876495361328,256,63,59,59,benchmark_results/pca/pca_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
pca,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,logistic,accuracy,0.8319327731092437,,479,119,444,444,benchmark_results/pca/pca_benchmark_721123822.json
pca,speech,Speech,t12,t12,present,sequence_classification,logistic,accuracy,0.8484848484848485,,135,33,64,64,benchmark_results/pca/pca_benchmark_speech_threshold_crossings_t12.json
pca,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,ridge,r2,0.373163104057312,25.397409439086914,290,72,128,128,benchmark_results/pca/pca_benchmark_mc_pacman.json
pca,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,ridge,r2,0.8981239199638367,0.007546109147369862,240,60,300,300,benchmark_results/pca/pca_benchmark_ratinabox_nav.json
rnn,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,rnn,r2,0.824958086013794,2.5321688652038574,256,63,59,,benchmark_results/rnn/rnn_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
rnn,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,rnn,accuracy,0.8151260504201681,,479,119,444,,benchmark_results/rnn/rnn_benchmark_721123822.json
rnn,speech,Speech,t12,t12,present,sequence_classification,rnn,accuracy,0.24242424242424243,,135,33,64,,benchmark_results/rnn/rnn_benchmark_speech_threshold_crossings_t12.json
rnn,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,rnn,r2,0.23739689588546753,30.898218154907227,290,72,128,,benchmark_results/rnn/rnn_benchmark_mc_pacman.json
rnn,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,rnn,r2,-1.6860586404800415,0.1947043240070343,240,60,300,,benchmark_results/rnn/rnn_benchmark_ratinabox_nav.json
smc_rnns,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,ridge,r2,0.8860386610031128,1.6544654369354248,256,63,59,,benchmark_results/smc_rnns/smc_rnns_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
smc_rnns,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,logistic,accuracy,0.5126050420168067,,479,119,444,,benchmark_results/smc_rnns/smc_rnns_benchmark_721123822.json
smc_rnns,speech,Speech,t12,t12,present,sequence_classification,logistic,accuracy,0.6666666666666666,,135,33,64,,benchmark_results/smc_rnns/smc_rnns_benchmark_speech_threshold_crossings_t12.json
smc_rnns,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,ridge,r2,0.8645802140235901,5.486772060394287,290,72,128,,benchmark_results/smc_rnns/smc_rnns_benchmark_mc_pacman.json
smc_rnns,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,ridge,r2,0.9788086414337158,0.0015642878133803606,240,60,300,,benchmark_results/smc_rnns/smc_rnns_benchmark_ratinabox_nav.json
tndm,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,native,r2,0.9096218347549438,1.3123011589050293,256,63,59,2,benchmark_results/tndm/tndm_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
tndm,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,native,accuracy,0.6050420168067226,,479,119,444,2,benchmark_results/tndm/tndm_benchmark_721123822.json
tndm,speech,Speech,t12,,missing,,,accuracy,,,,,,,
tndm,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,native,r2,0.8965951204299927,4.189631938934326,290,72,128,2,benchmark_results/tndm/tndm_benchmark_mc_pacman.json
tndm,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,native,r2,0.5766555666923523,0.031010232865810394,240,60,300,2,benchmark_results/tndm/tndm_benchmark_ratinabox_nav.json
svc,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,svr,r2,0.876770445885862,1.7886374376228669,256,63,59,,benchmark_results/svc/svc_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
svc,allen_neuropixels,Visual Coding,721123822,,missing,,,accuracy,,,,,,,
svc,speech,Speech,t12,t12,present,sequence_classification,svc,accuracy,0.9696969696969697,,135,33,64,,benchmark_results/svc/svc_benchmark_speech_threshold_crossings_t12.json
svc,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,svr,r2,0.8806145661310625,4.837112732102542,290,72,128,,benchmark_results/svc/svc_benchmark_mc_pacman.json
svc,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,svr,r2,0.9712330539323291,0.0021254403400253804,240,60,300,,benchmark_results/svc/svc_benchmark_ratinabox_nav.json
torchdfine,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,native,r2,0.8725712299346924,1.8510240316390991,,,59,,benchmark_results/torchdfine/torchdfine_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
torchdfine,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,native,accuracy,0.8403361344537815,,,,444,,benchmark_results/torchdfine/torchdfine_benchmark_allen_neuropixels_721123822.json
torchdfine,speech,Speech,t12,t12,present,sequence_classification,native,accuracy,0.6060606060606061,,,,64,,benchmark_results/torchdfine/torchdfine_benchmark_speech_threshold_crossings_t12.json
torchdfine,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,native,r2,0.8435811996459961,6.337584972381592,,,128,,benchmark_results/torchdfine/torchdfine_benchmark_mc_pacman.json
torchdfine,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,native,r2,0.9902969598770142,0.000715256086550653,,,300,,benchmark_results/torchdfine/torchdfine_benchmark_ratinabox_nav.json
xg,monkey,Monkey (CO),sub-C_ses-CO-20151104_behavior+ecephys,sub-C_ses-CO-20151104_behavior+ecephys,present,sequence_regression,xgboost_regression,r2,0.8447672875998172,2.2535834402371275,256,63,59,,benchmark_results/xg/xg_benchmark_sub-C_ses-CO-20151104_behavior+ecephys.json
xg,allen_neuropixels,Visual Coding,721123822,721123822,present,sequence_classification,xgboost_classification,accuracy,0.907563025210084,,479,119,444,,benchmark_results/xg/xg_benchmark_721123822.json
xg,speech,Speech,t12,t12,present,sequence_classification,xgboost_classification,accuracy,0.8181818181818182,,135,33,64,,benchmark_results/xg/xg_benchmark_speech_threshold_crossings_t12.json
xg,mc_pacman,MC PacMan,mc_pacman,mc_pacman,present,sequence_regression,xgboost_regression,r2,0.8092607851826179,7.728137802114702,290,72,128,,benchmark_results/xg/xg_benchmark_mc_pacman.json
xg,ratinabox,RatInABox,ratinabox_nav,ratinabox_nav,present,sequence_regression,xgboost_regression,r2,0.9662970925763346,0.002489599134414616,240,60,300,,benchmark_results/xg/xg_benchmark_ratinabox_nav.json