{ "question": "does the L20 advantage over L47 survive more training data", "holdout": 1000, "seeds_per_point": 5, "results": { "L20": { "250": { "mean_r@1": 0.06620000451803207, "std": 0.009495263234598202, "seeds": [ 0.07300000637769699, 0.0690000057220459, 0.049000002443790436, 0.06400000303983688, 0.07600000500679016 ] }, "500": { "mean_r@1": 0.10200000554323196, "std": 0.009055386540152885, "seeds": [ 0.0860000029206276, 0.11000000685453415, 0.09800000488758087, 0.10900000482797623, 0.10700000822544098 ] }, "1000": { "mean_r@1": 0.1674000084400177, "std": 0.0061514241166914455, "seeds": [ 0.16600000858306885, 0.15700000524520874, 0.17500001192092896, 0.16700001060962677, 0.1720000058412552 ] }, "2000": { "mean_r@1": 0.2190000146627426, "std": 0.011644741355641638, "seeds": [ 0.22200001776218414, 0.1990000158548355, 0.23500001430511475, 0.22200001776218414, 0.21700000762939453 ] }, "4000": { "mean_r@1": 0.28880001306533815, "std": 0.007934730169064928, "seeds": [ 0.30000001192092896, 0.28600001335144043, 0.29600000381469727, 0.27900001406669617, 0.28300002217292786 ] } }, "L47": { "250": { "mean_r@1": 0.056800002604722975, "std": 0.0059799675602018616, "seeds": [ 0.06200000271201134, 0.049000002443790436, 0.0560000017285347, 0.0650000050663948, 0.052000001072883606 ] }, "500": { "mean_r@1": 0.08860000371932983, "std": 0.006216108670602526, "seeds": [ 0.09400000423192978, 0.08300000429153442, 0.09800000488758087, 0.08300000429153442, 0.08500000089406967 ] }, "1000": { "mean_r@1": 0.13700000643730165, "std": 0.004049695137703997, "seeds": [ 0.13900001347064972, 0.1380000114440918, 0.14300000667572021, 0.13300000131130219, 0.13199999928474426 ] }, "2000": { "mean_r@1": 0.1868000090122223, "std": 0.0053065998604589475, "seeds": [ 0.18000000715255737, 0.18400001525878906, 0.19600000977516174, 0.1860000044107437, 0.18800000846385956 ] }, "4000": { "mean_r@1": 0.2282000094652176, "std": 0.00331058983915294, "seeds": [ 0.22300000488758087, 0.22800001502037048, 0.23000000417232513, 0.2330000102519989, 0.22700001299381256 ] } } }, "gap_L20_minus_L47": { "250": 0.0094, "500": 0.0134, "1000": 0.0304, "2000": 0.0322, "4000": 0.0606 }, "gap_note": "mean r@1 at L20 minus mean r@1 at L47 at each training size, 5 seeds, same 1000 held out. Direction replicates on train2017 (tap_layer_scaling_30k.json) but magnitude does not." }