| set,substrate,rung,n_pairs,mean_nll,mean_dfloor,median_dfloor,min_dfloor,n_better_than_naive,mean_pct_of_naive_dfloor_removed |
| SET1,pythia-14m,M0_naive_avg,36,36.804662797505806,32.42936592077167,30.89092774711554,23.07332882318167,0,0.0 |
| SET1,pythia-14m,M1_perm_avg,36,13.981806807667654,9.606509930933525,9.013597820602984,5.265685358314988,36,69.89029608925408 |
| SET1,pythia-14m,M1_orth_avg,36,20.382548275327068,16.007251398592935,14.072311889091038,6.626605467475946,35,50.49025576333506 |
| SET1,pythia-14m,M2_task_arith,36,151.17040955461334,146.7951126778792,141.84778628315087,93.41414993196551,0,-358.6375460609454 |
| SET1,pythia-14m,M3_ties,36,245.89564930329055,241.52035242655646,236.10943750828136,126.48044581702543,0,-651.1617443438371 |
| SET1,pythia-31m,M0_naive_avg,36,24.29245343048987,20.3548228089737,20.094171632292685,10.28067731266308,0,0.0 |
| SET1,pythia-31m,M1_perm_avg,36,13.542112214017314,9.604481592501145,8.865766571303713,5.68291603282473,35,47.663987540800015 |
| SET1,pythia-31m,M1_orth_avg,36,14.446782740784906,10.50915211926874,9.721790530210374,5.9144991820572415,35,46.40071184365856 |
| SET1,pythia-31m,M2_task_arith,36,97.23997259226417,93.302341970748,89.81069100237485,46.93928367579908,0,-366.67503922681107 |
| SET1,pythia-31m,M3_ties,36,95.21672588187195,91.2790952603558,91.85553611561278,32.78082956213307,0,-357.9266102406512 |
| SET1,pythia-70m,M0_naive_avg,36,23.788272214832705,20.162058943690205,18.933744367088124,13.878038858014309,0,0.0 |
| SET1,pythia-70m,M1_perm_avg,36,14.619996948640328,10.993783677497825,8.768724295957682,6.685718951937582,31,43.933956577475826 |
| SET1,pythia-70m,M1_orth_avg,36,13.32290112143661,9.696687850294106,9.897506325678817,6.302425177985364,36,50.352146584420055 |
| SET1,pythia-70m,M2_task_arith,36,95.14443668687035,91.51822341572785,90.58194202639585,45.13919447608346,0,-357.7705684270056 |
| SET1,pythia-70m,M3_ties,36,151.39140910954373,147.76519583840124,147.74675279431924,112.97038222261294,0,-650.7491348516683 |
| SET1,pythia-160m,M0_naive_avg,36,12.247216669469587,8.994957778111155,8.47036671498517,6.883626142826566,0,0.0 |
| SET1,pythia-160m,M1_perm_avg,36,10.02288783853742,6.770628947178989,6.435096218161387,5.496568773124083,33,23.470654062334585 |
| SET1,pythia-160m,M1_orth_avg,36,9.43924131349886,6.186982422140428,6.223641830414476,5.1328521549351755,36,30.263730213562802 |
| SET1,pythia-160m,M2_task_arith,36,30.847811976576093,27.595553085217666,27.552373180650687,17.881782666111178,0,-205.33294380128154 |
| SET1,pythia-160m,M3_ties,36,61.54713634035592,58.29487744899749,57.96688460557195,49.302846651021284,0,-557.4068020335034 |
| SET1,pythia-410m,M0_naive_avg,15,9.51339803829637,6.529024965303259,6.501884166819552,5.951437196775115,0,0.0 |
| SET1,pythia-410m,M1_perm_avg,15,8.940158802355132,5.955785729362023,5.823021537248248,5.560742920081131,12,8.343768576396128 |
| SET1,pythia-410m,M1_orth_avg,15,9.009802572570125,6.025429499577014,6.041149798826851,5.444177636272832,13,7.446207957890576 |
| SET1,pythia-410m,M2_task_arith,15,14.152233459379755,11.167860386386648,10.687666980721014,5.276258255870842,1,-71.52665791829436 |
| SET1,pythia-410m,M3_ties,15,13.043874772368993,10.059501699375884,10.165132068452381,9.321808319191334,0,-54.69852547809134 |
| SET4,goldfish eng-nld_Latn,M0_naive_avg,1,1.6997519931043927,1.6892323678609804,1.6892323678609804,1.6892323678609804,0,0.0 |
| SET4,goldfish eng-nld_Latn,M1a_vocab_avg,1,1.866523052069927,1.7633057297477746,1.7633057297477746,1.7633057297477746,0,-4.385030934529799 |
| SET4,goldfish eng-nld_Latn,M1b_vocab_perm_avg,1,1.8689461892935666,1.7661259814597123,1.7661259814597123,1.7661259814597123,0,-4.551985568219941 |
| SET4,goldfish eng-nld_Latn,M1c_vocab_orth_avg,1,1.8689461892935666,1.7661259814597123,1.7661259814597123,1.7661259814597123,0,-4.551985568219941 |
| SET4,goldfish eng-nld_Latn,M1d_vocab_perm_forced,1,1.9779142583272047,2.0035266290239555,2.0035266290239555,2.0035266290239555,0,-18.60574466501348 |
| SET4,goldfish eng-nld_Latn,M1e_vocab_orth_forced,1,1.8006385391290525,1.6005122502718039,1.6005122502718039,1.6005122502718039,1,5.2520967083717345 |
| SET4,goldfish eng-nld_Latn,M1g_emb_procrustes,1,1.8952021616642152,1.7322648856516198,1.7322648856516198,1.7322648856516198,0,-2.5474599356114735 |
| SET4,goldfish eng-nld_Latn,M1h_emb_proc_units,1,1.7854778207735797,1.559120985807944,1.559120985807944,1.559120985807944,1,7.7023969306124656 |
| SET4,goldfish eng-nld_Latn,M1f_perm_novocab,1,1.7019167605105106,1.6911002425991841,1.6911002425991841,1.6911002425991841,0,-0.11057535799938734 |
| SET4,goldfish eng-spa_Latn,M0_naive_avg,1,1.7025782010087256,1.6434905219293676,1.6434905219293676,1.6434905219293676,0,0.0 |
| SET4,goldfish eng-spa_Latn,M1a_vocab_avg,1,1.8449529877054989,1.6369257204822516,1.6369257204822516,1.6369257204822516,1,0.399442610682621 |
| SET4,goldfish eng-spa_Latn,M1b_vocab_perm_avg,1,1.8432537288564075,1.6354038220484344,1.6354038220484344,1.6354038220484344,1,0.4920442054901497 |
| SET4,goldfish eng-spa_Latn,M1c_vocab_orth_avg,1,1.8432537288564075,1.6354038220484344,1.6354038220484344,1.6354038220484344,1,0.4920442054901497 |
| SET4,goldfish eng-spa_Latn,M1d_vocab_perm_forced,1,1.9412978477919884,1.830731569773706,1.830731569773706,1.830731569773706,0,-11.392888814748247 |
| SET4,goldfish eng-spa_Latn,M1e_vocab_orth_forced,1,1.8648087261368511,1.6320428049230717,1.6320428049230717,1.6320428049230717,1,0.6965490128204022 |
| SET4,goldfish eng-spa_Latn,M1g_emb_procrustes,1,1.7834706816989183,1.5025686130268805,1.5025686130268805,1.5025686130268805,1,8.574549534794551 |
| SET4,goldfish eng-spa_Latn,M1h_emb_proc_units,1,1.7802723003615861,1.4262616404702766,1.4262616404702766,1.4262616404702766,1,13.217531744818112 |
| SET4,goldfish eng-spa_Latn,M1f_perm_novocab,1,1.701353577748667,1.6432367475641247,1.6432367475641247,1.6432367475641247,1,0.015441182158137945 |
| SET4,goldfish eng-ell_Grek,M0_naive_avg,1,1.7935402518270822,0.8442931363340329,0.8442931363340329,0.8442931363340329,0,0.0 |
| SET4,goldfish eng-ell_Grek,M1a_vocab_avg,1,1.864678583637847,0.9416020673943754,0.9416020673943754,0.9416020673943754,0,-11.525491191704251 |
| SET4,goldfish eng-ell_Grek,M1b_vocab_perm_avg,1,1.865068322866872,0.942765232819193,0.942765232819193,0.942765232819193,0,-11.663259151049289 |
| SET4,goldfish eng-ell_Grek,M1c_vocab_orth_avg,1,1.865068322866872,0.942765232819193,0.942765232819193,0.942765232819193,0,-11.663259151049289 |
| SET4,goldfish eng-ell_Grek,M1d_vocab_perm_forced,1,1.891095625679889,1.4905260287334494,1.4905260287334494,1.4905260287334494,0,-76.54129408245521 |
| SET4,goldfish eng-ell_Grek,M1e_vocab_orth_forced,1,1.85205725994649,1.3531427480591032,1.3531427480591032,1.3531427480591032,0,-60.26930574545746 |
| SET4,goldfish eng-ell_Grek,M1g_emb_procrustes,1,1.7754467637280138,1.0779333164856495,1.0779333164856495,1.0779333164856495,0,-27.67287451442457 |
| SET4,goldfish eng-ell_Grek,M1h_emb_proc_units,1,1.8169453433822853,1.2018559766954633,1.2018559766954633,1.2018559766954633,0,-42.350556338049586 |
| SET4,goldfish eng-ell_Grek,M1f_perm_novocab,1,1.793679012638276,0.8435316802654098,0.8435316802654098,0.8435316802654098,1,0.09018858922973383 |
| SET4,goldfish eng-pol_Latn,M0_naive_avg,1,1.6695526192247732,1.7887753601819656,1.7887753601819656,1.7887753601819656,0,0.0 |
| SET4,goldfish eng-pol_Latn,M1a_vocab_avg,1,1.7862069359697708,1.6873145406729952,1.6873145406729952,1.6873145406729952,1,5.672082798515799 |
| SET4,goldfish eng-pol_Latn,M1b_vocab_perm_avg,1,1.7862069359697708,1.6873145406729952,1.6873145406729952,1.6873145406729952,1,5.672082798515799 |
| SET4,goldfish eng-pol_Latn,M1c_vocab_orth_avg,1,1.7862069359697708,1.6873145406729952,1.6873145406729952,1.6873145406729952,1,5.672082798515799 |
| SET4,goldfish eng-pol_Latn,M1d_vocab_perm_forced,1,1.9032923029853834,2.0650345177954152,2.0650345177954152,2.0650345177954152,0,-15.444038629051038 |
| SET4,goldfish eng-pol_Latn,M1e_vocab_orth_forced,1,1.7952611611930809,1.6557103334645482,1.6557103334645482,1.6557103334645482,1,7.438889738724996 |
| SET4,goldfish eng-pol_Latn,M1g_emb_procrustes,1,1.8672158386862627,1.692942164711169,1.692942164711169,1.692942164711169,1,5.357475153338864 |
| SET4,goldfish eng-pol_Latn,M1h_emb_proc_units,1,1.7828125329171647,1.6930605874569786,1.6930605874569786,1.6930605874569786,1,5.350854828146234 |
| SET4,goldfish eng-pol_Latn,M1f_perm_novocab,1,1.6695526192247732,1.7887753601819656,1.7887753601819656,1.7887753601819656,0,0.0 |
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