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results/predictor_confirmatory.csv
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substrate,predictor,n_pairs,spearman,auroc_heldout_by_seed,perm_null_mean,perm_p,n_null_draws,bh_q_within_confirmatory_family
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pythia-14m,weight cosine,36,0.09523809523809522,0.5493827160493827,0.5010679012345679,0.31634182908545727,2000,0.5172413793103449
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| 3 |
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pythia-14m,coordinate share (block-normalised / permutation),36,-0.00875160875160875,0.4783950617283951,0.5032623456790123,0.5962018990504747,2000,0.6387877489826516
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| 4 |
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pythia-14m,CKA (mean over layers / unaligned),36,-0.013384813384813381,0.6049382716049383,0.4993487654320987,0.15142428785607195,2000,0.3244806168344399
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| 5 |
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pythia-14m,QMD (quotient_residual / permutation),36,-0.20720720720720717,0.6574074074074074,0.5001003086419753,0.054972513743128434,2000,0.20614692653673164
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| 6 |
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pythia-14m,task-vector cosine,36,0.13101673101673098,0.5802469135802469,0.49842592592592594,0.22338830584707647,2000,0.4188530734632684
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| 7 |
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pythia-160m,weight cosine,27,0.5158730158730157,0.6648351648351648,nan,nan,0,
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| 8 |
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pythia-160m,coordinate share (block-normalised / permutation),27,-0.028693528693528682,0.3791208791208791,nan,nan,0,
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| 9 |
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pythia-160m,CKA (mean over layers / unaligned),27,-0.19413919413919406,0.47802197802197804,nan,nan,0,
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| 10 |
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pythia-160m,QMD (quotient_residual / permutation),27,0.14041514041514036,0.532967032967033,nan,nan,0,
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| 11 |
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pythia-160m,task-vector cosine,27,-0.04395604395604394,0.32967032967032966,nan,nan,0,
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| 12 |
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pythia-31m,weight cosine,36,0.2738738738738738,0.7037037037037037,0.5038703703703703,0.028985507246376812,2000,0.14492753623188406
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| 13 |
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pythia-31m,coordinate share (block-normalised / permutation),36,0.42702702702702694,0.7098765432098766,0.5050138888888889,0.02498750624687656,2000,0.14492753623188406
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| 14 |
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pythia-31m,CKA (mean over layers / unaligned),36,0.10012870012870011,0.5462962962962963,0.5028364197530865,0.3448275862068966,2000,0.5172413793103449
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| 15 |
+
pythia-31m,QMD (quotient_residual / permutation),36,-0.0597168597168597,0.4444444444444444,0.5001882716049383,0.7221389305347327,2000,0.7221389305347327
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| 16 |
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pythia-31m,task-vector cosine,36,-0.12252252252252249,0.48148148148148145,0.49875308641975313,0.5767116441779111,2000,0.6387877489826516
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| 17 |
+
pythia-70m,weight cosine,36,0.08854568854568852,0.49074074074074076,0.4996419753086419,0.5167416291854073,2000,0.6387877489826516
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| 18 |
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pythia-70m,coordinate share (block-normalised / permutation),36,0.4615186615186614,0.8055555555555556,0.5003317901234569,0.0024987506246876563,2000,0.037481259370314844
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| 19 |
+
pythia-70m,CKA (mean over layers / unaligned),36,0.4954954954954954,0.654320987654321,0.501375,0.11294352823588207,2000,0.28235882058970513
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| 20 |
+
pythia-70m,QMD (quotient_residual / permutation),36,-0.4936936936936936,0.6759259259259259,0.5014660493827161,0.08945527236381809,2000,0.2683658170914543
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| 21 |
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pythia-70m,task-vector cosine,36,0.0705276705276705,0.5432098765432098,0.5019166666666667,0.38980509745127434,2000,0.5315524056153741
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