haystack/docs/_src/benchmarks/retriever_index_results.csv

,retriever,doc_store,n_docs,indexing_time,docs_per_second,date_time,error
31,sentence_transformers,elasticsearch,500000,4165.329931593005,120.03851032486591,2022-09-17 21:16:26.676611,
28,dpr,elasticsearch,500000,6180.3500814459985,80.90156599721556,2022-09-17 16:45:36.329915,
7,sentence_transformers,elasticsearch,1000,9.844315000998904,101.5814711230319,2022-09-17 08:26:44.750140,
15,sentence_transformers,elasticsearch,10000,84.88162445399212,117.8111289024663,2022-09-17 08:43:51.615496,
20,dpr,elasticsearch,100000,1230.761674939,81.2504988059173,2022-09-17 09:57:09.456572,
0,elastic,elasticsearch,1000,1.7988810280075995,555.9011321096525,2022-09-17 08:21:11.001120,
24,elastic,elasticsearch,500000,1031.7205082759901,484.6273733915616,2022-09-17 11:09:14.536450,
16,elastic,elasticsearch,100000,206.83811076599522,483.4698964792531,2022-09-17 08:47:59.723168,
8,elastic,elasticsearch,10000,20.81922616600059,480.3252493760203,2022-09-17 08:27:43.460016,
4,dpr,elasticsearch,1000,12.114610354998149,82.54495775734364,2022-09-17 08:24:34.582262,
12,dpr,elasticsearch,10000,123.21874477900565,81.15648327642944,2022-09-17 08:37:02.872786,
23,sentence_transformers,elasticsearch,100000,831.661083732004,120.24128813537725,2022-09-17 10:50:54.888143,
29,dpr,faiss_flat,500000,5485.974153257004,91.1415158059306,2022-09-17 18:19:50.024476,
13,dpr,faiss_flat,10000,105.0845138200093,95.16150036272884,2022-09-17 08:39:25.198922,
5,dpr,faiss_flat,1000,10.151226033005514,98.51026829159531,2022-09-17 08:25:18.819509,
21,dpr,faiss_flat,100000,1068.483952116003,93.59054930302146,2022-09-17 10:15:58.178598,
22,dpr,faiss_hnsw,100000,1195.8989856069966,83.61910261947709,2022-09-17 10:36:24.783587,
14,dpr,faiss_hnsw,10000,114.6786555860017,87.20018515128682,2022-09-17 08:41:49.541725,
6,dpr,faiss_hnsw,1000,10.710903742990922,93.36280336329109,2022-09-17 08:25:58.505307,
30,dpr,faiss_hnsw,500000,6349.903588575005,78.7413530025274,2022-09-17 20:06:17.374842,
9,elastic,opensearch_flat,10000,21.9185139649926,456.2353093814486,2022-09-17 08:28:40.051299,
10,dpr,opensearch_flat,10000,123.36043137000524,81.06327036102982,2022-09-17 08:31:26.201876,
17,elastic,opensearch_flat,100000,208.89336037798785,478.7131568904452,2022-09-17 08:52:13.178937,
1,elastic,opensearch_flat,1000,2.2300678319879808,448.4168533602657,2022-09-17 08:21:45.610495,
18,dpr,opensearch_flat,100000,1245.0073385680007,80.32081169498916,2022-09-17 09:13:46.979550,
25,elastic,opensearch_flat,500000,1045.8889810429973,478.06221220667453,2022-09-17 11:28:08.906406,
26,dpr,opensearch_flat,500000,6235.606822678994,80.18465791997863,2022-09-17 13:13:24.174105,
2,dpr,opensearch_flat,1000,12.919973790005315,77.3995378205476,2022-09-17 08:22:43.256934,
11,dpr,opensearch_hnsw,10000,121.49061479599914,82.3108848102505,2022-09-17 08:34:11.508717,
3,dpr,opensearch_hnsw,1000,12.355953149002744,80.93264744053441,2022-09-17 08:23:36.852546,
19,dpr,opensearch_hnsw,100000,1242.960266391994,80.45309468360983,2022-09-17 09:35:31.609351,
27,dpr,opensearch_hnsw,500000,6237.192302857991,80.16427516125985,2022-09-17 14:59:57.763007,