haystack/docs/_src/benchmarks/retriever_query_results.csv

,retriever,doc_store,n_docs,n_queries,retrieve_time,queries_per_second,seconds_per_query,recall,map,top_k,date_time,error
31,sentence_transformers,elasticsearch,500000,5637,3910.198875275557,1.4416146543448518,0.6936666445406345,89.6398793684584,76.49564526892908,10,2022-09-18 08:25:36.627368,
28,dpr,elasticsearch,500000,5637,3839.528848723392,1.4681488854743858,0.6811298294701778,93.0814262905801,80.86137228234092,10,2022-09-18 03:20:53.663119,
7,sentence_transformers,elasticsearch,1000,1064,22.08566212869482,48.176051675516526,0.020757201248773328,98.7781954887218,90.06638620360428,10,2022-09-17 21:28:29.461918,
15,sentence_transformers,elasticsearch,10000,5637,187.41362470001332,30.0778559137467,0.03324705068298977,96.52297321270179,87.11255142468552,10,2022-09-17 22:03:32.200427,
20,dpr,elasticsearch,100000,5637,903.5089274104685,6.239008635095737,0.16028187465149343,95.7956359765833,86.5456409043424,10,2022-09-17 22:58:20.213034,
0,elastic,elasticsearch,1000,1064,4.122031082282774,258.12517634164914,0.00387408936304772,89.09774436090225,74.2044471297291,10,2022-09-17 21:19:21.768721,
24,elastic,elasticsearch,500000,5637,83.56125180030358,67.45949681882962,0.014823709739276845,62.746141564662054,45.603960228760656,10,2022-09-18 00:29:07.528766,
16,elastic,elasticsearch,100000,5637,42.696119271276984,132.02605052193084,0.007574262776525986,71.93542664537875,56.26106985872818,10,2022-09-17 22:08:40.215954,
8,elastic,elasticsearch,10000,5637,28.68551177883637,196.51035140878582,0.005088790452161854,81.10697179350718,66.32941083712781,10,2022-09-17 21:30:14.745163,
4,dpr,elasticsearch,1000,1064,29.50371559121413,36.06325436233689,0.0277290560067802,99.15413533834587,92.9510532283089,10,2022-09-17 21:24:50.768859,
12,dpr,elasticsearch,10000,5637,224.79332777825766,25.076367059971158,0.03987818481076063,97.49866950505589,89.87097014904354,10,2022-09-17 21:48:36.651933,
23,sentence_transformers,elasticsearch,100000,5637,886.5846678019152,6.358106794217024,0.15727952240587462,93.79102359411034,82.74686664920834,10,2022-09-18 00:09:04.840841,
29,dpr,faiss_flat,500000,5637,3683.516663164017,1.5303310709494677,0.6534533729224795,93.0814262905801,80.86137228234091,10,2022-09-18 05:09:24.992364,
13,dpr,faiss_flat,10000,5637,181.46477086472441,31.06388073640026,0.032191728022835625,97.49866950505589,89.87097014904354,10,2022-09-17 21:53:56.820064,
5,dpr,faiss_flat,1000,1064,29.979966158716707,35.49036694594937,0.028176659923605928,99.15413533834587,92.9510532283089,10,2022-09-17 21:26:11.004926,
21,dpr,faiss_flat,100000,5637,841.2282260610373,6.700916380795566,0.14923332021661118,95.7956359765833,86.54606328368972,10,2022-09-17 23:23:47.065373,
22,dpr,faiss_hnsw,100000,5637,138.64402735611657,40.6580803190388,0.024595356990618513,93.18786588610963,84.33419639513305,10,2022-09-17 23:39:25.396237,
14,dpr,faiss_hnsw,10000,5637,112.71057137736352,50.01305495228924,0.019994779382182637,96.98421145999644,89.51337675393017,10,2022-09-17 21:58:05.961829,
6,dpr,faiss_hnsw,1000,1064,25.61499380285386,41.538171283159,0.02407424229591528,99.15413533834587,92.9510532283089,10,2022-09-17 21:27:21.948745,
30,dpr,faiss_hnsw,500000,5637,124.99580949536175,45.097511850660666,0.022174172342622273,86.90792974986695,75.73315903145605,10,2022-09-18 06:09:37.007518,
9,elastic,opensearch_flat,10000,5637,32.42948475538287,173.8232982275283,0.005752968734323731,81.10697179350718,66.32941083712774,10,2022-09-17 21:32:03.707902,
10,dpr,opensearch_flat,10000,5637,182.6267182478914,30.86623936563611,0.03239785670532046,97.49866950505589,89.87097014904354,10,2022-09-17 21:37:08.044354,
17,elastic,opensearch_flat,100000,5637,46.926014778233366,120.12526583899732,0.008324643388013725,71.93542664537875,56.26106985872818,10,2022-09-17 22:13:58.492431,
1,elastic,opensearch_flat,1000,1064,6.101849522849079,174.3733594241761,0.005734820980121315,89.09774436090225,74.2044471297291,10,2022-09-17 21:20:04.003708,
18,dpr,opensearch_flat,100000,5637,320.2046442734136,17.604366772353018,0.056804088038569026,95.76015611140679,86.51945338480733,10,2022-09-17 22:25:11.379134,
25,elastic,opensearch_flat,500000,5637,83.39615098570357,67.59304756122785,0.014794420966064143,62.746141564662054,45.59509026246651,10,2022-09-18 00:49:52.903674,
26,dpr,opensearch_flat,500000,5637,466.1570336711302,12.092491570076481,0.08269594352867309,93.0814262905801,80.861372282341,10,2022-09-18 01:20:53.923798,
2,dpr,opensearch_flat,1000,1064,30.094220374303404,35.35562598951788,0.02828404170517237,99.15413533834587,92.9510532283089,10,2022-09-17 21:21:42.413924,
11,dpr,opensearch_hnsw,10000,5637,181.91717168685864,30.986629506879073,0.032271983623710955,97.49866950505589,89.87097014904357,10,2022-09-17 21:42:16.601719,
3,dpr,opensearch_hnsw,1000,1064,29.82644817981054,35.67303735213834,0.028032376108844494,99.15413533834587,92.9510532283089,10,2022-09-17 21:23:12.487039,
19,dpr,opensearch_hnsw,100000,5637,327.2236303977261,17.226750993345046,0.058049251445401115,95.77789604399504,86.53719331739565,10,2022-09-17 22:36:46.502520,
27,dpr,opensearch_hnsw,500000,5637,477.3347775057773,11.809321812785313,0.08467886774982744,93.0814262905801,80.861372282341,10,2022-09-18 01:53:29.735540,