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 | score_sum float64 -0.01 0 |
|---|---|---|---|
0 | 0 | -0.000304 | -0.000057 |
0 | 1 | 0.001139 | 0.001281 |
0 | 2 | 0.000045 | 0.001073 |
0 | 3 | 0.000057 | 0.000117 |
0 | 4 | -0.000181 | 0.001277 |
0 | 5 | -0.001117 | -0.001162 |
0 | 6 | -0.002786 | -0.002216 |
0 | 7 | 0.000885 | 0.000495 |
0 | 8 | -0.000453 | 0.000204 |
0 | 9 | 0.000185 | 0.00021 |
0 | 10 | 0.000269 | -0.000076 |
0 | 11 | 0.000636 | 0.000243 |
0 | 12 | 0.001024 | 0.001116 |
0 | 13 | -0.002414 | -0.001837 |
0 | 14 | -0.000216 | 0.000236 |
0 | 15 | -0.002509 | -0.002581 |
0 | 16 | -0.001259 | -0.000817 |
0 | 17 | -0.001673 | -0.001256 |
0 | 18 | 0.001038 | 0.000564 |
0 | 19 | -0.000386 | -0.000801 |
1 | 0 | 0.001915 | 0.001198 |
1 | 1 | 0.00104 | 0.001228 |
1 | 2 | 0.000673 | 0.000542 |
1 | 3 | 0.000497 | 0.0007 |
1 | 4 | 0.000635 | 0.000585 |
1 | 5 | 0.000723 | 0.000433 |
1 | 6 | 0.000391 | 0.000123 |
1 | 7 | -0.001154 | -0.000738 |
1 | 8 | 0.001843 | 0.00101 |
1 | 9 | -0.000025 | -0.000047 |
1 | 10 | 0.001616 | 0.001046 |
1 | 11 | 0.000321 | 0.001006 |
1 | 12 | 0.000909 | 0.000841 |
1 | 13 | -0.000142 | 0.000148 |
1 | 14 | 0.001278 | 0.001001 |
1 | 15 | 0.000037 | -0.000209 |
1 | 16 | 0.000017 | 0.000451 |
1 | 17 | -0.000238 | 0.000142 |
1 | 18 | 0.002969 | 0.002252 |
1 | 19 | 0.001857 | 0.000506 |
2 | 0 | 0.000206 | 0.00007 |
2 | 1 | -0.002549 | -0.002462 |
2 | 2 | -0.000672 | -0.000175 |
2 | 3 | 0.001473 | 0.001421 |
2 | 4 | 0.000027 | -0.000023 |
2 | 5 | -0.000018 | 0.000492 |
2 | 6 | -0.00114 | -0.001098 |
2 | 7 | -0.000178 | -0.000732 |
2 | 8 | 0.000012 | -0.000915 |
2 | 9 | 0.000835 | 0.001048 |
2 | 10 | 0.000314 | 0.000794 |
2 | 11 | -0.000056 | 0.001271 |
2 | 12 | 0.001156 | 0.00198 |
2 | 13 | 0.000371 | 0.000655 |
2 | 14 | -0.000427 | -0.00046 |
2 | 15 | 0.000343 | 0.000397 |
2 | 16 | 0.000677 | 0.000845 |
2 | 17 | -0.000923 | -0.000567 |
2 | 18 | -0.000839 | -0.00012 |
2 | 19 | -0.001276 | -0.001528 |
3 | 0 | -0.002183 | -0.001577 |
3 | 1 | -0.000091 | -0.000431 |
3 | 2 | 0.000359 | -0.000267 |
3 | 3 | -0.001009 | -0.000645 |
3 | 4 | -0.000073 | -0.000147 |
3 | 5 | 0.00303 | 0.001315 |
3 | 6 | 0.000509 | -0.000193 |
3 | 7 | -0.000998 | -0.001388 |
3 | 8 | 0.001446 | 0.001914 |
3 | 9 | 0.000772 | 0.000332 |
3 | 10 | 0.001813 | 0.001436 |
3 | 11 | 0.000126 | 0.000467 |
3 | 12 | 0.001126 | 0.00141 |
3 | 13 | -0.00058 | 0.000488 |
3 | 14 | -0.000258 | 0.000101 |
3 | 15 | -0.000313 | -0.001066 |
3 | 16 | 0.000717 | -0.000038 |
3 | 17 | 0.000176 | 0.000069 |
3 | 18 | -0.000358 | -0.000131 |
3 | 19 | -0.000074 | 0.00029 |
4 | 0 | -0.000255 | -0.000051 |
4 | 1 | -0.000285 | 0.000473 |
4 | 2 | -0.000803 | -0.000348 |
4 | 3 | 0.001296 | 0.000685 |
4 | 4 | -0.000799 | -0.000601 |
4 | 5 | -0.001197 | -0.000701 |
4 | 6 | -0.000502 | -0.000907 |
4 | 7 | -0.000429 | -0.000554 |
4 | 8 | -0.002162 | -0.002296 |
4 | 9 | 0.000646 | 0.000224 |
4 | 10 | -0.001103 | -0.001014 |
4 | 11 | -0.001749 | -0.00176 |
4 | 12 | -0.007221 | -0.006145 |
4 | 13 | -0.000862 | -0.000418 |
4 | 14 | -0.001152 | -0.001063 |
4 | 15 | -0.000358 | 0.000463 |
4 | 16 | 0.00073 | 0.000675 |
4 | 17 | 0.001721 | 0.001945 |
4 | 18 | 0.002419 | 0.002399 |
4 | 19 | -0.000619 | -0.000486 |
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