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Dataset,Hardware,Recall_target,HNSW,IVF,DiskANN,IVF-Disk,IVF-Recompute,Our,
NQ,A10,85%,0.046,1.656,0.017,2.996,482.53,4.243,
NQ,A10,90%,0.051,2.552,0.028,3.437,769.04,8.136,
NQ,A10,95%,0.055,5.163,0.070,5.602,1436.26,27.275,
NQ,MAC,85%,0,0,0.152,2.199,1535.10,10.672,
NQ,MAC,90%,0,0,0.37,2.936,2446.60,19.941,
NQ,MAC,95%,0,0,1.207,4.191,4569.29,61.383,
TriviaQA,A10,85%,0.042,1.772,0.032,2.464,560.5,5.612,
TriviaQA,A10,90%,0.043,3.541,0.057,3.651,997.81,10.737,
TriviaQA,A10,95%,0.053,7.168,0.090,5.458,2005.33,36.387,
TriviaQA,MAC,85%,0,0,0.481,1.875,1783.14787,12.825,
TriviaQA,MAC,90%,0,0,0.984,2.639,3174.410301,24.977,
TriviaQA,MAC,95%,0,0,1.578,3.884,6379.712245,85.734,
GPQA,A10,85%,0.041,0.134,0.024,0.048,40.16,2.269,
GPQA,A10,90%,0.042,0.174,0.034,0.06,54.71,3.200,
GPQA,A10,95%,0.045,0.292,0.051,0.11,97.67,7.445,
GPQA,MAC,85%,0,0,0.144,0.087,127.7707505,6.123,
GPQA,MAC,90%,0,0,0.288,0.108,174.0647409,8.507,
GPQA,MAC,95%,0,0,0.497,0.132,310.7380142,19.577,
HotpotQA,A10,85%,0.044,2.519,0.054,4.048,724.26,14.713,
HotpotQA,A10,90%,0.049,3.867,0.109,5.045,1173.67,33.561,
HotpotQA,A10,95%,0.07,10.928,0.412,8.659,3079.57,68.626,
HotpotQA,MAC,85%,0,0,0.974,2.844,2304.125187,34.783,
HotpotQA,MAC,90%,0,0,1.913,3.542,3415.736201,53.004,
HotpotQA,MAC,95%,0,0,5.783,6.764,9797.244043,95.413,
1 Dataset Hardware Recall_target HNSW IVF DiskANN IVF-Disk IVF-Recompute Our
2 NQ A10 85% 0.046 1.656 0.017 2.996 482.53 4.243
3 NQ A10 90% 0.051 2.552 0.028 3.437 769.04 8.136
4 NQ A10 95% 0.055 5.163 0.070 5.602 1436.26 27.275
5 NQ MAC 85% 0 0 0.152 2.199 1535.10 10.672
6 NQ MAC 90% 0 0 0.37 2.936 2446.60 19.941
7 NQ MAC 95% 0 0 1.207 4.191 4569.29 61.383
8 TriviaQA A10 85% 0.042 1.772 0.032 2.464 560.5 5.612
9 TriviaQA A10 90% 0.043 3.541 0.057 3.651 997.81 10.737
10 TriviaQA A10 95% 0.053 7.168 0.090 5.458 2005.33 36.387
11 TriviaQA MAC 85% 0 0 0.481 1.875 1783.14787 12.825
12 TriviaQA MAC 90% 0 0 0.984 2.639 3174.410301 24.977
13 TriviaQA MAC 95% 0 0 1.578 3.884 6379.712245 85.734
14 GPQA A10 85% 0.041 0.134 0.024 0.048 40.16 2.269
15 GPQA A10 90% 0.042 0.174 0.034 0.06 54.71 3.200
16 GPQA A10 95% 0.045 0.292 0.051 0.11 97.67 7.445
17 GPQA MAC 85% 0 0 0.144 0.087 127.7707505 6.123
18 GPQA MAC 90% 0 0 0.288 0.108 174.0647409 8.507
19 GPQA MAC 95% 0 0 0.497 0.132 310.7380142 19.577
20 HotpotQA A10 85% 0.044 2.519 0.054 4.048 724.26 14.713
21 HotpotQA A10 90% 0.049 3.867 0.109 5.045 1173.67 33.561
22 HotpotQA A10 95% 0.07 10.928 0.412 8.659 3079.57 68.626
23 HotpotQA MAC 85% 0 0 0.974 2.844 2304.125187 34.783
24 HotpotQA MAC 90% 0 0 1.913 3.542 3415.736201 53.004
25 HotpotQA MAC 95% 0 0 5.783 6.764 9797.244043 95.413