family,params,n_checkpoints,n_rows,n_cells,rsa_mean,rsa_sd,rsa_sd_all_rows,rsa_abs_max,best_rsa,best_cell,best_step,frac_of_ceiling_mean,frac_of_ceiling_abs_max,seed_null_sd,null_max_p50,null_max_p95,best_percentile_vs_null,beats_null_max,p_equivalence_tost,equivalent_to_zero,mean_in_seed_sd
pico-decoder-tiny,11282784.0,21,3528,8,0.005251294788689427,0.005765810379518548,0.018246395929633022,0.0538436152749142,0.0538436152749142,Orth/ses-11+,30000,0.01081943768456297,0.17695599114655475,,,,,False,5.140438390786655e-08,True,
pico-decoder-small,64595328.0,21,3528,8,0.003533840355326311,0.012539751513951583,0.018811299968638832,0.05218683234362,0.05218683234362,SemLocal/ses-11,5000,0.019582692609216364,0.24109115900194708,,,,,False,7.842838865682486e-06,True,
babylm-gpt2,134601216.0,9,1512,8,0.0019970468267228297,0.010354606992853975,0.014368408272905024,0.038879960106291,0.038879960106291,Sem/ses-11+,598,0.008521546645980245,0.1336935990469951,,,,,False,1.7500429581915914e-06,True,
pico-decoder-large,569808384.0,21,3528,8,0.001469284797682733,0.0090096032396843,0.01811139399318454,0.0474267552049968,0.0474267552049968,Sem/ses-11,5000,0.010789193367269153,0.25570031833378853,,,,,False,6.318255982825595e-07,True,
pico-decoder-medium,181095168.0,21,3528,8,-0.0007405860083300555,0.008610867813134158,0.018304308991617665,0.0476085825288689,0.0476085825288689,SemLocal/ses-11,3000,0.0035256240172323117,0.21994069815827924,,,,,False,4.18960172051804e-07,True,
beetle-humanscale-eng,193811712.0,18,3024,8,-0.0014000188992872589,0.01216257235214028,0.02160052550323741,0.0423209417357121,-0.0423209417357121,SemLocal/ses-11+,64,-0.013035081076554697,0.20295805849185103,,,,,False,4.748218928099878e-06,True,
pythia-70m-full,95592496.0,21,3528,8,-0.0016184310609294343,0.010302304259638117,0.017592638596470866,0.0381892478191561,-0.0381892478191561,Orth/ses-11+,43000,0.0033361782410387506,0.16992331930509266,,,,,False,1.6036890683094196e-06,True,
pythia-410m-full,505997504.0,21,3528,8,-0.004629722353618491,0.010222754669397309,0.01767148368669104,0.0458430479608868,0.0458430479608868,SemLocal/ses-11+,2,-0.006024377256268457,0.2198489832195564,,,,,False,2.3483028743583153e-06,True,
beetle-fineweb3-eng,193804032.0,19,3192,8,-0.00571925756194484,0.011927107244843757,0.02318231649578446,0.0504311720271701,-0.0504311720271701,SemLocal/ses-11,32,-0.016588285089650632,0.2348562597747442,,,,,False,7.743900944666366e-06,True,
pythia-1b-full,1078891008.0,21,3528,8,-0.009824357400176993,0.00453911445731707,0.01569999233647885,0.046133118202689,-0.046133118202689,Orth/ses-11+,4000,-0.028790633822719115,0.17792981569917005,,,,,False,2.070041782407367e-08,True,
pythia-160m-full,212654688.0,21,3528,8,-0.011560903523515173,0.0058416820141283035,0.015654362609215128,0.0423063352010579,-0.0423063352010579,SemLocal/ses-11,0,-0.02929881829885819,0.1954455353716226,,,,,False,1.6041519666440316e-07,True,
pythia-1.4b-full,1515311488.0,21,3528,8,-0.013529707048611558,0.004368473859165732,0.017007728717004136,0.0594907030612743,-0.0594907030612743,Orth/ses-11,8000,-0.034429796493913915,0.21160163711481234,,,,,False,3.1031636630886953e-08,True,
babylm-gpt2-5,134601216.0,9,1512,8,-0.026206196577961242,0.03362753421562339,0.03286152671004933,0.0663433010018333,-0.0663433010018333,Orth/ses-11,1528,-0.05193137486691638,0.16765997951626055,,,,,False,0.042727188468539457,True,
babylm-gpt2-7,134601216.0,9,1512,8,-0.02649883434651647,0.03399799861890559,0.03305529158001782,0.0690762309770627,-0.0690762309770627,Orth/ses-11,382,-0.05197693422089803,0.1745665243632478,,,,,False,0.04573519363077842,True,
babylm-gpt2-3,134601216.0,9,1512,8,-0.027009846424525894,0.03359839173634999,0.032676450226594676,0.0670413510933163,-0.0670413510933163,Orth/ses-11,1528,-0.053343996981365896,0.1694240621330741,,,,,False,0.047086074805349175,True,