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b405d26 ace30c6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | substrate,predictor,n_pairs,spearman,auroc_heldout_by_seed,perm_null_mean,perm_p,n_null_draws,bh_q_within_confirmatory_family
pythia-14m,weight cosine,36,0.09523809523809522,0.5493827160493827,0.5010679012345679,0.31634182908545727,2000,0.6481134432783608
pythia-14m,coordinate share (block-normalised / permutation),36,-0.00875160875160875,0.4783950617283951,0.5032623456790123,0.5962018990504747,2000,0.7452523738130934
pythia-14m,CKA (mean over layers / unaligned),36,-0.013384813384813381,0.6049382716049383,0.4993487654320987,0.15142428785607195,2000,0.4732008995502249
pythia-14m,QMD (quotient_residual / permutation),36,-0.20720720720720717,0.6574074074074074,0.5001003086419753,0.054972513743128434,2000,0.2748625687156422
pythia-14m,task-vector cosine,36,0.13101673101673098,0.5802469135802469,0.49842592592592594,0.22338830584707647,2000,0.5584707646176912
pythia-160m,weight cosine,36,0.4507078507078506,0.7037037037037037,0.5014722222222222,0.037481259370314844,2000,0.23425787106446777
pythia-160m,coordinate share (block-normalised / permutation),36,-0.015444015444015441,0.6141975308641975,0.5009367283950618,0.175912043978011,2000,0.4886445666055861
pythia-160m,CKA (mean over layers / unaligned),36,0.007979407979407977,0.25617283950617287,0.49841203703703707,0.9865067466266867,2000,0.9865067466266866
pythia-160m,QMD (quotient_residual / permutation),36,-0.05997425997425996,0.5246913580246914,0.5004151234567902,0.4147926036981509,2000,0.6481134432783608
pythia-160m,task-vector cosine,36,0.04942084942084941,0.4537037037037037,0.5020077160493828,0.6571714142928535,2000,0.7570078597065103
pythia-31m,weight cosine,36,0.2738738738738738,0.7037037037037037,0.5038703703703703,0.028985507246376812,2000,0.23425787106446777
pythia-31m,coordinate share (block-normalised / permutation),36,0.42702702702702694,0.7098765432098766,0.5050138888888889,0.02498750624687656,2000,0.23425787106446777
pythia-31m,CKA (mean over layers / unaligned),36,0.10012870012870011,0.5462962962962963,0.5028364197530865,0.3448275862068966,2000,0.6481134432783608
pythia-31m,QMD (quotient_residual / permutation),36,-0.0597168597168597,0.4444444444444444,0.5001882716049383,0.7221389305347327,2000,0.7849336201464486
pythia-31m,task-vector cosine,36,-0.12252252252252249,0.48148148148148145,0.49875308641975313,0.5767116441779111,2000,0.7452523738130934
pythia-410m,weight cosine,15,0.0428571428571427,0.4642857142857143,0.503875,0.5827086456771614,2000,0.7452523738130934
pythia-410m,coordinate share (block-normalised / permutation),15,0.16428571428571367,0.44642857142857145,0.49861607142857145,0.6661669165417291,2000,0.7570078597065103
pythia-410m,CKA (mean over layers / unaligned),15,0.024999999999999908,0.32142857142857145,0.49664285714285716,0.9010494752623688,2000,0.9385932033983009
pythia-410m,QMD (quotient_residual / permutation),15,-0.10714285714285675,0.5535714285714286,0.5025892857142857,0.36881559220389803,2000,0.6481134432783608
pythia-410m,task-vector cosine,15,0.014285714285714233,0.5714285714285714,0.5006964285714286,0.3498250874562719,2000,0.6481134432783608
pythia-70m,weight cosine,36,0.08854568854568852,0.49074074074074076,0.4996419753086419,0.5167416291854073,2000,0.7452523738130934
pythia-70m,coordinate share (block-normalised / permutation),36,0.4615186615186614,0.8055555555555556,0.5003317901234569,0.0024987506246876563,2000,0.062468765617191405
pythia-70m,CKA (mean over layers / unaligned),36,0.4954954954954954,0.654320987654321,0.501375,0.11294352823588207,2000,0.40336974369957884
pythia-70m,QMD (quotient_residual / permutation),36,-0.4936936936936936,0.6759259259259259,0.5014660493827161,0.08945527236381809,2000,0.3727303015159087
pythia-70m,task-vector cosine,36,0.0705276705276705,0.5432098765432098,0.5019166666666667,0.38980509745127434,2000,0.6481134432783608
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