Data Attribution
Collection
Leave-1%-out retrain banks and datasets for training-data attribution: measured per-query loss changes, the ground truth for LDS. • 33 items • Updated
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subset int64 0 99 | query int64 0 19 | diff float64 -0.02 0.01 | score_sum float64 -23,838.06 65.5k |
|---|---|---|---|
0 | 0 | -0.000869 | -843.118835 |
0 | 1 | -0.00002 | 1,755.845581 |
0 | 2 | -0.000544 | -1,590.861084 |
0 | 3 | -0.000978 | -2,173.52002 |
0 | 4 | -0.001034 | -1,002.973572 |
0 | 5 | -0.000836 | -2,453.391357 |
0 | 6 | -0.00055 | -755.798767 |
0 | 7 | -0.000795 | -2,926.70752 |
0 | 8 | -0.001526 | -3,999.507813 |
0 | 9 | -0.002886 | 1,359.506104 |
0 | 10 | 0.000278 | -4,815.658203 |
0 | 11 | 0.001769 | -1,726.432495 |
0 | 12 | 0.000035 | 411.134399 |
0 | 13 | 0.001801 | -3,205.583252 |
0 | 14 | -0.000226 | -876.579895 |
0 | 15 | 0.000923 | 1,063.80481 |
0 | 16 | 0.000684 | 137.104431 |
0 | 17 | -0.000126 | 722.577881 |
0 | 18 | 0.001866 | -2,283.09082 |
0 | 19 | 0.001547 | 8.416162 |
1 | 0 | -0.000231 | 191.01236 |
1 | 1 | -0.00021 | -405.704865 |
1 | 2 | -0.000558 | 366.553009 |
1 | 3 | -0.000969 | 518.183716 |
1 | 4 | -0.000722 | 223.082581 |
1 | 5 | 0.001333 | 503.273651 |
1 | 6 | -0.000133 | 172.692169 |
1 | 7 | -0.001426 | 717.052368 |
1 | 8 | 0.000761 | 913.681091 |
1 | 9 | 0.000079 | -324.925995 |
1 | 10 | -0.000287 | 1,027.046265 |
1 | 11 | -0.001606 | 371.883392 |
1 | 12 | -0.009011 | -90.622482 |
1 | 13 | 0.000194 | 723.30127 |
1 | 14 | 0.000647 | 190.997665 |
1 | 15 | 0.001066 | -240.587433 |
1 | 16 | 0.0007 | -32.256351 |
1 | 17 | 0.000472 | -174.93924 |
1 | 18 | 0.000261 | 515.061462 |
1 | 19 | -0.001899 | -2.082228 |
2 | 0 | -0.000518 | -123.077202 |
2 | 1 | 0.000233 | 258.881226 |
2 | 2 | -0.001263 | -233.657745 |
2 | 3 | 0.000733 | -319.736847 |
2 | 4 | 0.001467 | -147.341965 |
2 | 5 | -0.00018 | -364.200317 |
2 | 6 | -0.001855 | -111.5336 |
2 | 7 | -0.001906 | -427.485474 |
2 | 8 | -0.000519 | -588.402161 |
2 | 9 | 0.001239 | 199.565262 |
2 | 10 | 0.00099 | -712.691711 |
2 | 11 | 0.001161 | -253.489365 |
2 | 12 | -0.000156 | 60.382977 |
2 | 13 | 0.000662 | -469.626892 |
2 | 14 | 0.001176 | -128.933792 |
2 | 15 | -0.00208 | 156.38089 |
2 | 16 | -0.000665 | 20.181051 |
2 | 17 | -0.000556 | 105.894135 |
2 | 18 | 0.001162 | -336.079193 |
2 | 19 | 0.001735 | 1.253752 |
3 | 0 | 0.000435 | -281.272156 |
3 | 1 | -0.001359 | 596.852722 |
3 | 2 | -0.000118 | -541.106445 |
3 | 3 | -0.000958 | -740.149292 |
3 | 4 | 0.000827 | -341.045624 |
3 | 5 | 0.000002 | -832.616333 |
3 | 6 | -0.000623 | -256.227875 |
3 | 7 | 0.000118 | -998.44104 |
3 | 8 | 0.000561 | -1,371.421143 |
3 | 9 | -0.000945 | 463.041016 |
3 | 10 | 0.000109 | -1,633.765747 |
3 | 11 | -0.000926 | -580.174255 |
3 | 12 | 0.001702 | 137.458878 |
3 | 13 | 0.000218 | -1,084.173218 |
3 | 14 | -0.001489 | -294.350159 |
3 | 15 | -0.000607 | 360.561737 |
3 | 16 | -0.000984 | 46.498367 |
3 | 17 | 0.001765 | 248.225128 |
3 | 18 | -0.001134 | -773.25708 |
3 | 19 | 0.001873 | 2.902939 |
4 | 0 | 0.000313 | -66.474724 |
4 | 1 | 0.000089 | 146.251205 |
4 | 2 | 0.000045 | -125.589027 |
4 | 3 | -0.000434 | -176.213104 |
4 | 4 | 0.000928 | -81.141899 |
4 | 5 | -0.000295 | -201.543304 |
4 | 6 | -0.000557 | -60.125557 |
4 | 7 | -0.000273 | -223.453583 |
4 | 8 | 0.001727 | -314.136444 |
4 | 9 | 0.000145 | 109.958145 |
4 | 10 | 0.000017 | -406.899475 |
4 | 11 | -0.000874 | -139.041428 |
4 | 12 | -0.009827 | 33.299103 |
4 | 13 | 0.001527 | -240.583862 |
4 | 14 | -0.000512 | -69.165092 |
4 | 15 | -0.000291 | 80.811653 |
4 | 16 | -0.000361 | 11.122377 |
4 | 17 | 0.0007 | 57.941986 |
4 | 18 | 0.000244 | -194.836945 |
4 | 19 | 0.002748 | 0.762487 |
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