Update README.md

README.md

@@ -7,6 +7,1518 @@ tags:
 - sentence-similarity
 - transformers
 - sentence-embedding
+- mteb
+model-index:
+- name: bilingual-embedding-small
+  results:
+  - task:
+      type: Clustering
+    dataset:
+      type: lyon-nlp/alloprof
+      name: MTEB AlloProfClusteringP2P
+      config: default
+      split: test
+      revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
+    metrics:
+    - type: v_measure
+      value: 62.16774435322237
+    - type: v_measures
+      value: [0.60677169174265, 0.6420496407630484, 0.5831486687495704, 0.6103877439594066, 0.6135248698273804]
+  - task:
+      type: Clustering
+    dataset:
+      type: lyon-nlp/alloprof
+      name: MTEB AlloProfClusteringS2S
+      config: default
+      split: test
+      revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
+    metrics:
+    - type: v_measure
+      value: 45.11926529002472
+    - type: v_measures
+      value: [0.4690142817423344, 0.48186364883143407, 0.40961058482586177, 0.4555301647788916, 0.49555829107195404]
+  - task:
+      type: Reranking
+    dataset:
+      type: lyon-nlp/mteb-fr-reranking-alloprof-s2p
+      name: MTEB AlloprofReranking
+      config: default
+      split: test
+      revision: 65393d0d7a08a10b4e348135e824f385d420b0fd
+    metrics:
+    - type: map
+      value: 69.49670623246055
+    - type: mrr
+      value: 70.57920059215395
+    - type: nAUC_map_diff1
+      value: 46.93583791194171
+    - type: nAUC_map_max
+      value: 12.952266693104086
+    - type: nAUC_mrr_diff1
+      value: 46.49838896134123
+    - type: nAUC_mrr_max
+      value: 12.945500349888256
+  - task:
+      type: Retrieval
+    dataset:
+      type: lyon-nlp/alloprof
+      name: MTEB AlloprofRetrieval
+      config: default
+      split: test
+      revision: fcf295ea64c750f41fadbaa37b9b861558e1bfbd
+    metrics:
+    - type: map_at_1
+      value: 23.877000000000002
+    - type: map_at_10
+      value: 34.146
+    - type: map_at_100
+      value: 35.223
+    - type: map_at_1000
+      value: 35.288000000000004
+    - type: map_at_20
+      value: 34.809
+    - type: map_at_3
+      value: 30.865
+    - type: map_at_5
+      value: 32.75
+    - type: mrr_at_1
+      value: 23.877374784110536
+    - type: mrr_at_10
+      value: 34.14572881541799
+    - type: mrr_at_100
+      value: 35.22324372446191
+    - type: mrr_at_1000
+      value: 35.288352142287124
+    - type: mrr_at_20
+      value: 34.80894565935135
+    - type: mrr_at_3
+      value: 30.864997121473824
+    - type: mrr_at_5
+      value: 32.74971214738059
+    - type: nauc_map_at_1000_diff1
+      value: 28.136812962104194
+    - type: nauc_map_at_1000_max
+      value: 31.214898326900837
+    - type: nauc_map_at_100_diff1
+      value: 28.119991398878746
+    - type: nauc_map_at_100_max
+      value: 31.2520011148291
+    - type: nauc_map_at_10_diff1
+      value: 28.01420623899893
+    - type: nauc_map_at_10_max
+      value: 31.051127129355816
+    - type: nauc_map_at_1_diff1
+      value: 32.23902177581629
+    - type: nauc_map_at_1_max
+      value: 27.914644851993835
+    - type: nauc_map_at_20_diff1
+      value: 28.034550292503745
+    - type: nauc_map_at_20_max
+      value: 31.156067279297712
+    - type: nauc_map_at_3_diff1
+      value: 28.987510163070528
+    - type: nauc_map_at_3_max
+      value: 30.35159704885011
+    - type: nauc_map_at_5_diff1
+      value: 28.019972213413862
+    - type: nauc_map_at_5_max
+      value: 30.66566859751052
+    - type: nauc_mrr_at_1000_diff1
+      value: 28.136812962104194
+    - type: nauc_mrr_at_1000_max
+      value: 31.214898326900837
+    - type: nauc_mrr_at_100_diff1
+      value: 28.119991398878746
+    - type: nauc_mrr_at_100_max
+      value: 31.2520011148291
+    - type: nauc_mrr_at_10_diff1
+      value: 28.01420623899893
+    - type: nauc_mrr_at_10_max
+      value: 31.051127129355816
+    - type: nauc_mrr_at_1_diff1
+      value: 32.23902177581629
+    - type: nauc_mrr_at_1_max
+      value: 27.914644851993835
+    - type: nauc_mrr_at_20_diff1
+      value: 28.034550292503745
+    - type: nauc_mrr_at_20_max
+      value: 31.156067279297712
+    - type: nauc_mrr_at_3_diff1
+      value: 28.987510163070528
+    - type: nauc_mrr_at_3_max
+      value: 30.35159704885011
+    - type: nauc_mrr_at_5_diff1
+      value: 28.019972213413862
+    - type: nauc_mrr_at_5_max
+      value: 30.66566859751052
+    - type: nauc_ndcg_at_1000_diff1
+      value: 27.456299162816823
+    - type: nauc_ndcg_at_1000_max
+      value: 32.93630897207968
+    - type: nauc_ndcg_at_100_diff1
+      value: 27.087578748905443
+    - type: nauc_ndcg_at_100_max
+      value: 34.07171921695189
+    - type: nauc_ndcg_at_10_diff1
+      value: 26.45362434341446
+    - type: nauc_ndcg_at_10_max
+      value: 32.69872772032841
+    - type: nauc_ndcg_at_1_diff1
+      value: 32.23902177581629
+    - type: nauc_ndcg_at_1_max
+      value: 27.914644851993835
+    - type: nauc_ndcg_at_20_diff1
+      value: 26.546411985287328
+    - type: nauc_ndcg_at_20_max
+      value: 33.315042403391146
+    - type: nauc_ndcg_at_3_diff1
+      value: 28.22726901187368
+    - type: nauc_ndcg_at_3_max
+      value: 31.107882771083716
+    - type: nauc_ndcg_at_5_diff1
+      value: 26.53308191047483
+    - type: nauc_ndcg_at_5_max
+      value: 31.745457345687644
+    - type: nauc_precision_at_1000_diff1
+      value: 31.787960621338584
+    - type: nauc_precision_at_1000_max
+      value: 83.34048964759938
+    - type: nauc_precision_at_100_diff1
+      value: 22.689454794514674
+    - type: nauc_precision_at_100_max
+      value: 56.51346402342033
+    - type: nauc_precision_at_10_diff1
+      value: 21.608154860900104
+    - type: nauc_precision_at_10_max
+      value: 38.128695260474316
+    - type: nauc_precision_at_1_diff1
+      value: 32.23902177581629
+    - type: nauc_precision_at_1_max
+      value: 27.914644851993835
+    - type: nauc_precision_at_20_diff1
+      value: 21.311237344523352
+    - type: nauc_precision_at_20_max
+      value: 42.38170368945545
+    - type: nauc_precision_at_3_diff1
+      value: 26.251240026415594
+    - type: nauc_precision_at_3_max
+      value: 33.14183218948066
+    - type: nauc_precision_at_5_diff1
+      value: 22.323515149849143
+    - type: nauc_precision_at_5_max
+      value: 34.83814944665866
+    - type: nauc_recall_at_1000_diff1
+      value: 31.787960621337096
+    - type: nauc_recall_at_1000_max
+      value: 83.34048964759839
+    - type: nauc_recall_at_100_diff1
+      value: 22.68945479451463
+    - type: nauc_recall_at_100_max
+      value: 56.51346402342039
+    - type: nauc_recall_at_10_diff1
+      value: 21.608154860900108
+    - type: nauc_recall_at_10_max
+      value: 38.12869526047428
+    - type: nauc_recall_at_1_diff1
+      value: 32.23902177581629
+    - type: nauc_recall_at_1_max
+      value: 27.914644851993835
+    - type: nauc_recall_at_20_diff1
+      value: 21.31123734452329
+    - type: nauc_recall_at_20_max
+      value: 42.38170368945536
+    - type: nauc_recall_at_3_diff1
+      value: 26.251240026415605
+    - type: nauc_recall_at_3_max
+      value: 33.14183218948067
+    - type: nauc_recall_at_5_diff1
+      value: 22.323515149849175
+    - type: nauc_recall_at_5_max
+      value: 34.838149446658676
+    - type: ndcg_at_1
+      value: 23.877000000000002
+    - type: ndcg_at_10
+      value: 39.894
+    - type: ndcg_at_100
+      value: 45.31
+    - type: ndcg_at_1000
+      value: 47.11
+    - type: ndcg_at_20
+      value: 42.344
+    - type: ndcg_at_3
+      value: 33.151
+    - type: ndcg_at_5
+      value: 36.538
+    - type: precision_at_1
+      value: 23.877000000000002
+    - type: precision_at_10
+      value: 5.829
+    - type: precision_at_100
+      value: 0.84
+    - type: precision_at_1000
+      value: 0.098
+    - type: precision_at_20
+      value: 3.402
+    - type: precision_at_3
+      value: 13.256
+    - type: precision_at_5
+      value: 9.594
+    - type: recall_at_1
+      value: 23.877000000000002
+    - type: recall_at_10
+      value: 58.29
+    - type: recall_at_100
+      value: 83.981
+    - type: recall_at_1000
+      value: 98.273
+    - type: recall_at_20
+      value: 68.048
+    - type: recall_at_3
+      value: 39.767
+    - type: recall_at_5
+      value: 47.971000000000004
+  - task:
+      type: Classification
+    dataset:
+      type: mteb/amazon_reviews_multi
+      name: MTEB AmazonReviewsClassification (fr)
+      config: fr
+      split: test
+      revision: 1399c76144fd37290681b995c656ef9b2e06e26d
+    metrics:
+    - type: accuracy
+      value: 36.476000000000006
+    - type: f1
+      value: 36.03335046550013
+    - type: f1_weighted
+      value: 36.03335046550013
+  - task:
+      type: Retrieval
+    dataset:
+      type: maastrichtlawtech/bsard
+      name: MTEB BSARDRetrieval
+      config: default
+      split: test
+      revision: 5effa1b9b5fa3b0f9e12523e6e43e5f86a6e6d59
+    metrics:
+    - type: map_at_1
+      value: 4.505
+    - type: map_at_10
+      value: 6.736000000000001
+    - type: map_at_100
+      value: 7.7170000000000005
+    - type: map_at_1000
+      value: 7.872
+    - type: map_at_20
+      value: 7.188
+    - type: map_at_3
+      value: 5.48
+    - type: map_at_5
+      value: 6.2010000000000005
+    - type: mrr_at_1
+      value: 4.504504504504505
+    - type: mrr_at_10
+      value: 6.736021736021734
+    - type: mrr_at_100
+      value: 7.716897811853375
+    - type: mrr_at_1000
+      value: 7.872078574339072
+    - type: mrr_at_20
+      value: 7.188043602517285
+    - type: mrr_at_3
+      value: 5.480480480480481
+    - type: mrr_at_5
+      value: 6.201201201201201
+    - type: nauc_map_at_1000_diff1
+      value: 9.177110661724994
+    - type: nauc_map_at_1000_max
+      value: 19.581137962800387
+    - type: nauc_map_at_100_diff1
+      value: 9.096980120184368
+    - type: nauc_map_at_100_max
+      value: 19.54215642149057
+    - type: nauc_map_at_10_diff1
+      value: 8.637281023019964
+    - type: nauc_map_at_10_max
+      value: 17.84975523194812
+    - type: nauc_map_at_1_diff1
+      value: 19.715845736413897
+    - type: nauc_map_at_1_max
+      value: 22.821823196426216
+    - type: nauc_map_at_20_diff1
+      value: 8.85616083027924
+    - type: nauc_map_at_20_max
+      value: 18.800619630494747
+    - type: nauc_map_at_3_diff1
+      value: 11.970736140126895
+    - type: nauc_map_at_3_max
+      value: 20.754455652041457
+    - type: nauc_map_at_5_diff1
+      value: 9.68670568454811
+    - type: nauc_map_at_5_max
+      value: 19.035110245752186
+    - type: nauc_mrr_at_1000_diff1
+      value: 9.177110661724994
+    - type: nauc_mrr_at_1000_max
+      value: 19.581137962800387
+    - type: nauc_mrr_at_100_diff1
+      value: 9.096980120184368
+    - type: nauc_mrr_at_100_max
+      value: 19.54215642149057
+    - type: nauc_mrr_at_10_diff1
+      value: 8.637281023019964
+    - type: nauc_mrr_at_10_max
+      value: 17.84975523194812
+    - type: nauc_mrr_at_1_diff1
+      value: 19.715845736413897
+    - type: nauc_mrr_at_1_max
+      value: 22.821823196426216
+    - type: nauc_mrr_at_20_diff1
+      value: 8.85616083027924
+    - type: nauc_mrr_at_20_max
+      value: 18.800619630494747
+    - type: nauc_mrr_at_3_diff1
+      value: 11.970736140126895
+    - type: nauc_mrr_at_3_max
+      value: 20.754455652041457
+    - type: nauc_mrr_at_5_diff1
+      value: 9.68670568454811
+    - type: nauc_mrr_at_5_max
+      value: 19.035110245752186
+    - type: nauc_ndcg_at_1000_diff1
+      value: 7.272590066641199
+    - type: nauc_ndcg_at_1000_max
+      value: 21.564876885227246
+    - type: nauc_ndcg_at_100_diff1
+      value: 6.996962123756745
+    - type: nauc_ndcg_at_100_max
+      value: 21.48819737415115
+    - type: nauc_ndcg_at_10_diff1
+      value: 5.952271424213348
+    - type: nauc_ndcg_at_10_max
+      value: 15.438325101789955
+    - type: nauc_ndcg_at_1_diff1
+      value: 19.715845736413897
+    - type: nauc_ndcg_at_1_max
+      value: 22.821823196426216
+    - type: nauc_ndcg_at_20_diff1
+      value: 6.0775956296065194
+    - type: nauc_ndcg_at_20_max
+      value: 17.32348858429454
+    - type: nauc_ndcg_at_3_diff1
+      value: 10.011894115345685
+    - type: nauc_ndcg_at_3_max
+      value: 19.600714912273165
+    - type: nauc_ndcg_at_5_diff1
+      value: 7.069608406352418
+    - type: nauc_ndcg_at_5_max
+      value: 17.409122828150466
+    - type: nauc_precision_at_1000_diff1
+      value: 2.472142797187889
+    - type: nauc_precision_at_1000_max
+      value: 29.78192441139725
+    - type: nauc_precision_at_100_diff1
+      value: 4.871828786067134
+    - type: nauc_precision_at_100_max
+      value: 26.717041811249132
+    - type: nauc_precision_at_10_diff1
+      value: 2.0259948327543524
+    - type: nauc_precision_at_10_max
+      value: 11.425514117155359
+    - type: nauc_precision_at_1_diff1
+      value: 19.715845736413897
+    - type: nauc_precision_at_1_max
+      value: 22.821823196426216
+    - type: nauc_precision_at_20_diff1
+      value: 2.3809386452019883
+    - type: nauc_precision_at_20_max
+      value: 15.289885806023024
+    - type: nauc_precision_at_3_diff1
+      value: 5.414977537859986
+    - type: nauc_precision_at_3_max
+      value: 16.727539483477383
+    - type: nauc_precision_at_5_diff1
+      value: 2.2356111757850745
+    - type: nauc_precision_at_5_max
+      value: 14.322893730603653
+    - type: nauc_recall_at_1000_diff1
+      value: 2.472142797187975
+    - type: nauc_recall_at_1000_max
+      value: 29.781924411397203
+    - type: nauc_recall_at_100_diff1
+      value: 4.871828786067137
+    - type: nauc_recall_at_100_max
+      value: 26.717041811249132
+    - type: nauc_recall_at_10_diff1
+      value: 2.0259948327543675
+    - type: nauc_recall_at_10_max
+      value: 11.425514117155396
+    - type: nauc_recall_at_1_diff1
+      value: 19.715845736413897
+    - type: nauc_recall_at_1_max
+      value: 22.821823196426216
+    - type: nauc_recall_at_20_diff1
+      value: 2.380938645201958
+    - type: nauc_recall_at_20_max
+      value: 15.289885806022976
+    - type: nauc_recall_at_3_diff1
+      value: 5.414977537859985
+    - type: nauc_recall_at_3_max
+      value: 16.727539483477383
+    - type: nauc_recall_at_5_diff1
+      value: 2.2356111757850865
+    - type: nauc_recall_at_5_max
+      value: 14.32289373060367
+    - type: ndcg_at_1
+      value: 4.505
+    - type: ndcg_at_10
+      value: 8.41
+    - type: ndcg_at_100
+      value: 14.188999999999998
+    - type: ndcg_at_1000
+      value: 18.666
+    - type: ndcg_at_20
+      value: 10.096
+    - type: ndcg_at_3
+      value: 5.808
+    - type: ndcg_at_5
+      value: 7.106
+    - type: precision_at_1
+      value: 4.505
+    - type: precision_at_10
+      value: 1.396
+    - type: precision_at_100
+      value: 0.432
+    - type: precision_at_1000
+      value: 0.079
+    - type: precision_at_20
+      value: 1.036
+    - type: precision_at_3
+      value: 2.252
+    - type: precision_at_5
+      value: 1.982
+    - type: recall_at_1
+      value: 4.505
+    - type: recall_at_10
+      value: 13.963999999999999
+    - type: recall_at_100
+      value: 43.242999999999995
+    - type: recall_at_1000
+      value: 79.279
+    - type: recall_at_20
+      value: 20.721
+    - type: recall_at_3
+      value: 6.757000000000001
+    - type: recall_at_5
+      value: 9.91
+  - task:
+      type: Clustering
+    dataset:
+      type: lyon-nlp/clustering-hal-s2s
+      name: MTEB HALClusteringS2S
+      config: default
+      split: test
+      revision: e06ebbbb123f8144bef1a5d18796f3dec9ae2915
+    metrics:
+    - type: v_measure
+      value: 23.558078744326544
+    - type: v_measures
+      value: [0.2733310297752872, 0.2682765808071794, 0.2513025353387455, 0.2510650794590461, 0.20351221275456768]
+  - task:
+      type: Clustering
+    dataset:
+      type: reciTAL/mlsum
+      name: MTEB MLSUMClusteringP2P
+      config: fr
+      split: test
+      revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
+    metrics:
+    - type: v_measure
+      value: 43.301348316325736
+    - type: v_measures
+      value: [0.4233196411550677, 0.44970595264164037, 0.45186708688635496, 0.42148885803149255, 0.40025908391437176]
+  - task:
+      type: Clustering
+    dataset:
+      type: reciTAL/mlsum
+      name: MTEB MLSUMClusteringS2S
+      config: fr
+      split: test
+      revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
+    metrics:
+    - type: v_measure
+      value: 42.77218507395412
+    - type: v_measures
+      value: [0.43093819041603315, 0.43214445147026653, 0.437274496285348, 0.39675619790062994, 0.3965947118445383]
+  - task:
+      type: Classification
+    dataset:
+      type: mteb/mtop_domain
+      name: MTEB MTOPDomainClassification (fr)
+      config: fr
+      split: test
+      revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
+    metrics:
+    - type: accuracy
+      value: 84.19041653617289
+    - type: f1
+      value: 84.31104471084487
+    - type: f1_weighted
+      value: 84.10618363737768
+  - task:
+      type: Classification
+    dataset:
+      type: mteb/mtop_intent
+      name: MTEB MTOPIntentClassification (fr)
+      config: fr
+      split: test
+      revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
+    metrics:
+    - type: accuracy
+      value: 58.3463827121829
+    - type: f1
+      value: 43.088632109848426
+    - type: f1_weighted
+      value: 62.107376647577894
+  - task:
+      type: Classification
+    dataset:
+      type: mteb/masakhanews
+      name: MTEB MasakhaNEWSClassification (fra)
+      config: fra
+      split: test
+      revision: 18193f187b92da67168c655c9973a165ed9593dd
+    metrics:
+    - type: accuracy
+      value: 78.43601895734596
+    - type: f1
+      value: 74.45529808417628
+    - type: f1_weighted
+      value: 78.62574024040258
+  - task:
+      type: Clustering
+    dataset:
+      type: masakhane/masakhanews
+      name: MTEB MasakhaNEWSClusteringP2P (fra)
+      config: fra
+      split: test
+      revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
+    metrics:
+    - type: v_measure
+      value: 52.87571544597074
+    - type: v_measures
+      value: [1.0, 0.0363409432192075, 0.14130554872026818, 0.690570263898874, 0.7755690164601873]
+  - task:
+      type: Clustering
+    dataset:
+      type: masakhane/masakhanews
+      name: MTEB MasakhaNEWSClusteringS2S (fra)
+      config: fra
+      split: test
+      revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
+    metrics:
+    - type: v_measure
+      value: 53.93220782443
+    - type: v_measures
+      value: [1.0, 0.08628485862349315, 0.4767520746594815, 0.41112983961194033, 0.7224436183265853]
+  - task:
+      type: Classification
+    dataset:
+      type: mteb/amazon_massive_intent
+      name: MTEB MassiveIntentClassification (fr)
+      config: fr
+      split: test
+      revision: 4672e20407010da34463acc759c162ca9734bca6
+    metrics:
+    - type: accuracy
+      value: 64.57296570275723
+    - type: f1
+      value: 62.03302453288864
+    - type: f1_weighted
+      value: 64.87910807109024
+  - task:
+      type: Classification
+    dataset:
+      type: mteb/amazon_massive_scenario
+      name: MTEB MassiveScenarioClassification (fr)
+      config: fr
+      split: test
+      revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
+    metrics:
+    - type: accuracy
+      value: 69.04169468728986
+    - type: f1
+      value: 68.62183120784525
+    - type: f1_weighted
+      value: 69.14028442566733
+  - task:
+      type: Retrieval
+    dataset:
+      type: jinaai/mintakaqa
+      name: MTEB MintakaRetrieval (fr)
+      config: fr
+      split: test
+      revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e
+    metrics:
+    - type: map_at_1
+      value: 13.514000000000001
+    - type: map_at_10
+      value: 21.246000000000002
+    - type: map_at_100
+      value: 22.238
+    - type: map_at_1000
+      value: 22.352
+    - type: map_at_20
+      value: 21.814
+    - type: map_at_3
+      value: 19.014
+    - type: map_at_5
+      value: 20.173
+    - type: mrr_at_1
+      value: 13.513513513513514
+    - type: mrr_at_10
+      value: 21.24569374569373
+    - type: mrr_at_100
+      value: 22.238167605117905
+    - type: mrr_at_1000
+      value: 22.351714690671887
+    - type: mrr_at_20
+      value: 21.81387155669449
+    - type: mrr_at_3
+      value: 19.014469014468983
+    - type: mrr_at_5
+      value: 20.173355173355116
+    - type: nauc_map_at_1000_diff1
+      value: 19.008779178930666
+    - type: nauc_map_at_1000_max
+      value: 32.29046745508962
+    - type: nauc_map_at_100_diff1
+      value: 18.98317968943095
+    - type: nauc_map_at_100_max
+      value: 32.29548562583155
+    - type: nauc_map_at_10_diff1
+      value: 19.41386578675192
+    - type: nauc_map_at_10_max
+      value: 32.65370560011667
+    - type: nauc_map_at_1_diff1
+      value: 26.370942927831315
+    - type: nauc_map_at_1_max
+      value: 30.36638703543763
+    - type: nauc_map_at_20_diff1
+      value: 19.0142884741096
+    - type: nauc_map_at_20_max
+      value: 32.32771393383958
+    - type: nauc_map_at_3_diff1
+      value: 20.91182907422673
+    - type: nauc_map_at_3_max
+      value: 32.77488161103848
+    - type: nauc_map_at_5_diff1
+      value: 20.1733798588667
+    - type: nauc_map_at_5_max
+      value: 32.80965620212192
+    - type: nauc_mrr_at_1000_diff1
+      value: 19.008779178930666
+    - type: nauc_mrr_at_1000_max
+      value: 32.29046745508962
+    - type: nauc_mrr_at_100_diff1
+      value: 18.98317968943095
+    - type: nauc_mrr_at_100_max
+      value: 32.29548562583155
+    - type: nauc_mrr_at_10_diff1
+      value: 19.41386578675192
+    - type: nauc_mrr_at_10_max
+      value: 32.65370560011667
+    - type: nauc_mrr_at_1_diff1
+      value: 26.370942927831315
+    - type: nauc_mrr_at_1_max
+      value: 30.36638703543763
+    - type: nauc_mrr_at_20_diff1
+      value: 19.0142884741096
+    - type: nauc_mrr_at_20_max
+      value: 32.32771393383958
+    - type: nauc_mrr_at_3_diff1
+      value: 20.91182907422673
+    - type: nauc_mrr_at_3_max
+      value: 32.77488161103848
+    - type: nauc_mrr_at_5_diff1
+      value: 20.1733798588667
+    - type: nauc_mrr_at_5_max
+      value: 32.80965620212192
+    - type: nauc_ndcg_at_1000_diff1
+      value: 16.194620375476116
+    - type: nauc_ndcg_at_1000_max
+      value: 31.6182966564505
+    - type: nauc_ndcg_at_100_diff1
+      value: 15.14759648067005
+    - type: nauc_ndcg_at_100_max
+      value: 31.38756983354048
+    - type: nauc_ndcg_at_10_diff1
+      value: 16.69269513473954
+    - type: nauc_ndcg_at_10_max
+      value: 32.9290533663386
+    - type: nauc_ndcg_at_1_diff1
+      value: 26.370942927831315
+    - type: nauc_ndcg_at_1_max
+      value: 30.36638703543763
+    - type: nauc_ndcg_at_20_diff1
+      value: 15.406344074968247
+    - type: nauc_ndcg_at_20_max
+      value: 31.87162974094167
+    - type: nauc_ndcg_at_3_diff1
+      value: 19.595111019240836
+    - type: nauc_ndcg_at_3_max
+      value: 33.38206072286302
+    - type: nauc_ndcg_at_5_diff1
+      value: 18.431580040456115
+    - type: nauc_ndcg_at_5_max
+      value: 33.38207218785341
+    - type: nauc_precision_at_1000_diff1
+      value: -4.447468720271566
+    - type: nauc_precision_at_1000_max
+      value: 20.16387032104183
+    - type: nauc_precision_at_100_diff1
+      value: 2.5950980836259023
+    - type: nauc_precision_at_100_max
+      value: 26.527702344141545
+    - type: nauc_precision_at_10_diff1
+      value: 10.064130432543994
+    - type: nauc_precision_at_10_max
+      value: 33.2828995815284
+    - type: nauc_precision_at_1_diff1
+      value: 26.370942927831315
+    - type: nauc_precision_at_1_max
+      value: 30.36638703543763
+    - type: nauc_precision_at_20_diff1
+      value: 5.856479419944315
+    - type: nauc_precision_at_20_max
+      value: 29.903335045306502
+    - type: nauc_precision_at_3_diff1
+      value: 16.485410034819683
+    - type: nauc_precision_at_3_max
+      value: 34.82324169073524
+    - type: nauc_precision_at_5_diff1
+      value: 14.407991540215134
+    - type: nauc_precision_at_5_max
+      value: 34.6506156051287
+    - type: nauc_recall_at_1000_diff1
+      value: -4.44746872027149
+    - type: nauc_recall_at_1000_max
+      value: 20.163870321041742
+    - type: nauc_recall_at_100_diff1
+      value: 2.595098083625877
+    - type: nauc_recall_at_100_max
+      value: 26.527702344141492
+    - type: nauc_recall_at_10_diff1
+      value: 10.064130432543983
+    - type: nauc_recall_at_10_max
+      value: 33.282899581528405
+    - type: nauc_recall_at_1_diff1
+      value: 26.370942927831315
+    - type: nauc_recall_at_1_max
+      value: 30.36638703543763
+    - type: nauc_recall_at_20_diff1
+      value: 5.856479419944327
+    - type: nauc_recall_at_20_max
+      value: 29.903335045306527
+    - type: nauc_recall_at_3_diff1
+      value: 16.485410034819697
+    - type: nauc_recall_at_3_max
+      value: 34.82324169073526
+    - type: nauc_recall_at_5_diff1
+      value: 14.407991540215125
+    - type: nauc_recall_at_5_max
+      value: 34.650615605128706
+    - type: ndcg_at_1
+      value: 13.514000000000001
+    - type: ndcg_at_10
+      value: 25.52
+    - type: ndcg_at_100
+      value: 30.697999999999997
+    - type: ndcg_at_1000
+      value: 34.303
+    - type: ndcg_at_20
+      value: 27.57
+    - type: ndcg_at_3
+      value: 20.809
+    - type: ndcg_at_5
+      value: 22.908
+    - type: precision_at_1
+      value: 13.514000000000001
+    - type: precision_at_10
+      value: 3.923
+    - type: precision_at_100
+      value: 0.643
+    - type: precision_at_1000
+      value: 0.094
+    - type: precision_at_20
+      value: 2.365
+    - type: precision_at_3
+      value: 8.668
+    - type: precision_at_5
+      value: 6.223999999999999
+    - type: recall_at_1
+      value: 13.514000000000001
+    - type: recall_at_10
+      value: 39.23
+    - type: recall_at_100
+      value: 64.292
+    - type: recall_at_1000
+      value: 93.89800000000001
+    - type: recall_at_20
+      value: 47.297
+    - type: recall_at_3
+      value: 26.003
+    - type: recall_at_5
+      value: 31.122
+  - task:
+      type: PairClassification
+    dataset:
+      type: GEM/opusparcus
+      name: MTEB OpusparcusPC (fr)
+      config: fr
+      split: test
+      revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a
+    metrics:
+    - type: cos_sim_accuracy
+      value: 80.72207084468664
+    - type: cos_sim_ap
+      value: 92.59899042186348
+    - type: cos_sim_f1
+      value: 87.02702702702703
+    - type: cos_sim_precision
+      value: 79.63726298433635
+    - type: cos_sim_recall
+      value: 95.92850049652433
+    - type: dot_accuracy
+      value: 80.79019073569482
+    - type: dot_ap
+      value: 92.27564754544716
+    - type: dot_f1
+      value: 87.13503649635037
+    - type: dot_precision
+      value: 80.59071729957806
+    - type: dot_recall
+      value: 94.83614697120158
+    - type: euclidean_accuracy
+      value: 80.51771117166212
+    - type: euclidean_ap
+      value: 92.1992933566427
+    - type: euclidean_f1
+      value: 86.73050615595076
+    - type: euclidean_precision
+      value: 80.18549747048904
+    - type: euclidean_recall
+      value: 94.43892750744787
+    - type: manhattan_accuracy
+      value: 80.3133514986376
+    - type: manhattan_ap
+      value: 92.1464473897072
+    - type: manhattan_f1
+      value: 86.8217054263566
+    - type: manhattan_precision
+      value: 80.26981450252951
+    - type: manhattan_recall
+      value: 94.5382323733863
+    - type: max_accuracy
+      value: 80.79019073569482
+    - type: max_ap
+      value: 92.59899042186348
+    - type: max_f1
+      value: 87.13503649635037
+  - task:
+      type: PairClassification
+    dataset:
+      type: google-research-datasets/paws-x
+      name: MTEB PawsX (fr)
+      config: fr
+      split: test
+      revision: 8a04d940a42cd40658986fdd8e3da561533a3646
+    metrics:
+    - type: cos_sim_accuracy
+      value: 60.75000000000001
+    - type: cos_sim_ap
+      value: 58.62577310571759
+    - type: cos_sim_f1
+      value: 62.491349480968864
+    - type: cos_sim_precision
+      value: 45.44539506794162
+    - type: cos_sim_recall
+      value: 100.0
+    - type: dot_accuracy
+      value: 56.10000000000001
+    - type: dot_ap
+      value: 50.150973841607005
+    - type: dot_f1
+      value: 62.491349480968864
+    - type: dot_precision
+      value: 45.44539506794162
+    - type: dot_recall
+      value: 100.0
+    - type: euclidean_accuracy
+      value: 60.550000000000004
+    - type: euclidean_ap
+      value: 58.42883888530385
+    - type: euclidean_f1
+      value: 62.491349480968864
+    - type: euclidean_precision
+      value: 45.44539506794162
+    - type: euclidean_recall
+      value: 100.0
+    - type: manhattan_accuracy
+      value: 60.5
+    - type: manhattan_ap
+      value: 58.474590272503214
+    - type: manhattan_f1
+      value: 62.491349480968864
+    - type: manhattan_precision
+      value: 45.44539506794162
+    - type: manhattan_recall
+      value: 100.0
+    - type: max_accuracy
+      value: 60.75000000000001
+    - type: max_ap
+      value: 58.62577310571759
+    - type: max_f1
+      value: 62.491349480968864
+  - task:
+      type: STS
+    dataset:
+      type: Lajavaness/SICK-fr
+      name: MTEB SICKFr
+      config: default
+      split: test
+      revision: e077ab4cf4774a1e36d86d593b150422fafd8e8a
+    metrics:
+    - type: cos_sim_pearson
+      value: 80.76682266570421
+    - type: cos_sim_spearman
+      value: 72.87656590123949
+    - type: euclidean_pearson
+      value: 77.19658924853128
+    - type: euclidean_spearman
+      value: 72.63728770955521
+    - type: manhattan_pearson
+      value: 77.11028731757044
+    - type: manhattan_spearman
+      value: 72.4475625515528
+  - task:
+      type: STS
+    dataset:
+      type: mteb/sts22-crosslingual-sts
+      name: MTEB STS22 (fr)
+      config: fr
+      split: test
+      revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
+    metrics:
+    - type: cos_sim_pearson
+      value: 81.47132547305752
+    - type: cos_sim_spearman
+      value: 82.57064642049959
+    - type: euclidean_pearson
+      value: 81.24198270906861
+    - type: euclidean_spearman
+      value: 82.43330741557487
+    - type: manhattan_pearson
+      value: 81.21813802112128
+    - type: manhattan_spearman
+      value: 82.54904875440255
+  - task:
+      type: STS
+    dataset:
+      type: mteb/stsb_multi_mt
+      name: MTEB STSBenchmarkMultilingualSTS (fr)
+      config: fr
+      split: test
+      revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c
+    metrics:
+    - type: cos_sim_pearson
+      value: 83.17606773302035
+    - type: cos_sim_spearman
+      value: 82.51272412228484
+    - type: euclidean_pearson
+      value: 81.70010207800043
+    - type: euclidean_spearman
+      value: 81.89351174275659
+    - type: manhattan_pearson
+      value: 81.59549402980223
+    - type: manhattan_spearman
+      value: 81.8299015346327
+  - task:
+      type: Summarization
+    dataset:
+      type: lyon-nlp/summarization-summeval-fr-p2p
+      name: MTEB SummEvalFr
+      config: default
+      split: test
+      revision: b385812de6a9577b6f4d0f88c6a6e35395a94054
+    metrics:
+    - type: cos_sim_pearson
+      value: 30.739120683102207
+    - type: cos_sim_spearman
+      value: 31.550133032106963
+    - type: dot_pearson
+      value: 29.33458197921011
+    - type: dot_spearman
+      value: 30.784401437054438
+  - task:
+      type: Reranking
+    dataset:
+      type: lyon-nlp/mteb-fr-reranking-syntec-s2p
+      name: MTEB SyntecReranking
+      config: default
+      split: test
+      revision: daf0863838cd9e3ba50544cdce3ac2b338a1b0ad
+    metrics:
+    - type: map
+      value: 82.50119047619047
+    - type: mrr
+      value: 82.50119047619047
+    - type: nAUC_map_diff1
+      value: 60.74442499288283
+    - type: nAUC_map_max
+      value: 10.220044072999142
+    - type: nAUC_mrr_diff1
+      value: 60.74442499288283
+    - type: nAUC_mrr_max
+      value: 10.220044072999142
+  - task:
+      type: Retrieval
+    dataset:
+      type: lyon-nlp/mteb-fr-retrieval-syntec-s2p
+      name: MTEB SyntecRetrieval
+      config: default
+      split: test
+      revision: 19661ccdca4dfc2d15122d776b61685f48c68ca9
+    metrics:
+    - type: map_at_1
+      value: 62.0
+    - type: map_at_10
+      value: 72.64
+    - type: map_at_100
+      value: 73.06
+    - type: map_at_1000
+      value: 73.06
+    - type: map_at_20
+      value: 72.952
+    - type: map_at_3
+      value: 70.333
+    - type: map_at_5
+      value: 71.68299999999999
+    - type: mrr_at_1
+      value: 62.0
+    - type: mrr_at_10
+      value: 72.63968253968254
+    - type: mrr_at_100
+      value: 73.06048581048583
+    - type: mrr_at_1000
+      value: 73.06048581048583
+    - type: mrr_at_20
+      value: 72.95202020202022
+    - type: mrr_at_3
+      value: 70.33333333333333
+    - type: mrr_at_5
+      value: 71.68333333333334
+    - type: nauc_map_at_1000_diff1
+      value: 50.08527740824938
+    - type: nauc_map_at_1000_max
+      value: 21.248476927494586
+    - type: nauc_map_at_100_diff1
+      value: 50.08527740824938
+    - type: nauc_map_at_100_max
+      value: 21.248476927494586
+    - type: nauc_map_at_10_diff1
+      value: 50.09694367886595
+    - type: nauc_map_at_10_max
+      value: 22.296393895985513
+    - type: nauc_map_at_1_diff1
+      value: 47.37101190659324
+    - type: nauc_map_at_1_max
+      value: 12.483463064947799
+    - type: nauc_map_at_20_diff1
+      value: 50.128296940080105
+    - type: nauc_map_at_20_max
+      value: 21.45784940740765
+    - type: nauc_map_at_3_diff1
+      value: 50.744726539402386
+    - type: nauc_map_at_3_max
+      value: 22.579560944336937
+    - type: nauc_map_at_5_diff1
+      value: 50.74065172911254
+    - type: nauc_map_at_5_max
+      value: 22.270361065268915
+    - type: nauc_mrr_at_1000_diff1
+      value: 50.08527740824938
+    - type: nauc_mrr_at_1000_max
+      value: 21.248476927494586
+    - type: nauc_mrr_at_100_diff1
+      value: 50.08527740824938
+    - type: nauc_mrr_at_100_max
+      value: 21.248476927494586
+    - type: nauc_mrr_at_10_diff1
+      value: 50.09694367886595
+    - type: nauc_mrr_at_10_max
+      value: 22.296393895985513
+    - type: nauc_mrr_at_1_diff1
+      value: 47.37101190659324
+    - type: nauc_mrr_at_1_max
+      value: 12.483463064947799
+    - type: nauc_mrr_at_20_diff1
+      value: 50.128296940080105
+    - type: nauc_mrr_at_20_max
+      value: 21.45784940740765
+    - type: nauc_mrr_at_3_diff1
+      value: 50.744726539402386
+    - type: nauc_mrr_at_3_max
+      value: 22.579560944336937
+    - type: nauc_mrr_at_5_diff1
+      value: 50.74065172911254
+    - type: nauc_mrr_at_5_max
+      value: 22.270361065268915
+    - type: nauc_ndcg_at_1000_diff1
+      value: 50.189203918396
+    - type: nauc_ndcg_at_1000_max
+      value: 22.390609940816248
+    - type: nauc_ndcg_at_100_diff1
+      value: 50.189203918396
+    - type: nauc_ndcg_at_100_max
+      value: 22.390609940816248
+    - type: nauc_ndcg_at_10_diff1
+      value: 50.18969760392006
+    - type: nauc_ndcg_at_10_max
+      value: 26.941106150664424
+    - type: nauc_ndcg_at_1_diff1
+      value: 47.37101190659324
+    - type: nauc_ndcg_at_1_max
+      value: 12.483463064947799
+    - type: nauc_ndcg_at_20_diff1
+      value: 50.21215501702988
+    - type: nauc_ndcg_at_20_max
+      value: 23.708162881601485
+    - type: nauc_ndcg_at_3_diff1
+      value: 51.624830876343665
+    - type: nauc_ndcg_at_3_max
+      value: 26.399573078561655
+    - type: nauc_ndcg_at_5_diff1
+      value: 51.69995630080373
+    - type: nauc_ndcg_at_5_max
+      value: 26.096565329394988
+    - type: nauc_precision_at_1000_diff1
+      value: nan
+    - type: nauc_precision_at_1000_max
+      value: nan
+    - type: nauc_precision_at_100_diff1
+      value: nan
+    - type: nauc_precision_at_100_max
+      value: nan
+    - type: nauc_precision_at_10_diff1
+      value: 49.35974389755923
+    - type: nauc_precision_at_10_max
+      value: 72.25556889422438
+    - type: nauc_precision_at_1_diff1
+      value: 47.37101190659324
+    - type: nauc_precision_at_1_max
+      value: 12.483463064947799
+    - type: nauc_precision_at_20_diff1
+      value: 47.3389355742298
+    - type: nauc_precision_at_20_max
+      value: 59.38375350140046
+    - type: nauc_precision_at_3_diff1
+      value: 54.820179820179774
+    - type: nauc_precision_at_3_max
+      value: 41.00399600399594
+    - type: nauc_precision_at_5_diff1
+      value: 56.32880698351117
+    - type: nauc_precision_at_5_max
+      value: 45.28543716225577
+    - type: nauc_recall_at_1000_diff1
+      value: nan
+    - type: nauc_recall_at_1000_max
+      value: nan
+    - type: nauc_recall_at_100_diff1
+      value: nan
+    - type: nauc_recall_at_100_max
+      value: nan
+    - type: nauc_recall_at_10_diff1
+      value: 49.35974389755904
+    - type: nauc_recall_at_10_max
+      value: 72.25556889422437
+    - type: nauc_recall_at_1_diff1
+      value: 47.37101190659324
+    - type: nauc_recall_at_1_max
+      value: 12.483463064947799
+    - type: nauc_recall_at_20_diff1
+      value: 47.33893557422995
+    - type: nauc_recall_at_20_max
+      value: 59.38375350140056
+    - type: nauc_recall_at_3_diff1
+      value: 54.820179820179774
+    - type: nauc_recall_at_3_max
+      value: 41.003996003995894
+    - type: nauc_recall_at_5_diff1
+      value: 56.32880698351108
+    - type: nauc_recall_at_5_max
+      value: 45.28543716225559
+    - type: ndcg_at_1
+      value: 62.0
+    - type: ndcg_at_10
+      value: 77.574
+    - type: ndcg_at_100
+      value: 79.245
+    - type: ndcg_at_1000
+      value: 79.245
+    - type: ndcg_at_20
+      value: 78.629
+    - type: ndcg_at_3
+      value: 72.833
+    - type: ndcg_at_5
+      value: 75.286
+    - type: precision_at_1
+      value: 62.0
+    - type: precision_at_10
+      value: 9.3
+    - type: precision_at_100
+      value: 1.0
+    - type: precision_at_1000
+      value: 0.1
+    - type: precision_at_20
+      value: 4.8500000000000005
+    - type: precision_at_3
+      value: 26.667
+    - type: precision_at_5
+      value: 17.2
+    - type: recall_at_1
+      value: 62.0
+    - type: recall_at_10
+      value: 93.0
+    - type: recall_at_100
+      value: 100.0
+    - type: recall_at_1000
+      value: 100.0
+    - type: recall_at_20
+      value: 97.0
+    - type: recall_at_3
+      value: 80.0
+    - type: recall_at_5
+      value: 86.0
+  - task:
+      type: Retrieval
+    dataset:
+      type: jinaai/xpqa
+      name: MTEB XPQARetrieval (fr)
+      config: fr
+      split: test
+      revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f
+    metrics:
+    - type: map_at_1
+      value: 36.974000000000004
+    - type: map_at_10
+      value: 56.879000000000005
+    - type: map_at_100
+      value: 58.288
+    - type: map_at_1000
+      value: 58.375
+    - type: map_at_20
+      value: 57.737
+    - type: map_at_3
+      value: 51.162
+    - type: map_at_5
+      value: 54.752
+    - type: mrr_at_1
+      value: 57.943925233644855
+    - type: mrr_at_10
+      value: 65.70882870282065
+    - type: mrr_at_100
+      value: 66.28374236332951
+    - type: mrr_at_1000
+      value: 66.30262698230914
+    - type: mrr_at_20
+      value: 66.0551354222895
+    - type: mrr_at_3
+      value: 63.773920783266526
+    - type: mrr_at_5
+      value: 64.85536270582992
+    - type: nauc_map_at_1000_diff1
+      value: 47.687404840174466
+    - type: nauc_map_at_1000_max
+      value: 51.07479500215987
+    - type: nauc_map_at_100_diff1
+      value: 47.654118256249376
+    - type: nauc_map_at_100_max
+      value: 51.07088520770559
+    - type: nauc_map_at_10_diff1
+      value: 47.54808053044233
+    - type: nauc_map_at_10_max
+      value: 50.381502634356
+    - type: nauc_map_at_1_diff1
+      value: 58.17421329806507
+    - type: nauc_map_at_1_max
+      value: 35.4749459151989
+    - type: nauc_map_at_20_diff1
+      value: 47.45564144170814
+    - type: nauc_map_at_20_max
+      value: 50.84598996397903
+    - type: nauc_map_at_3_diff1
+      value: 50.410129113764214
+    - type: nauc_map_at_3_max
+      value: 46.54000192671645
+    - type: nauc_map_at_5_diff1
+      value: 47.93555379699093
+    - type: nauc_map_at_5_max
+      value: 49.260557426644546
+    - type: nauc_mrr_at_1000_diff1
+      value: 56.679134511088414
+    - type: nauc_mrr_at_1000_max
+      value: 60.53239540647465
+    - type: nauc_mrr_at_100_diff1
+      value: 56.685005563081795
+    - type: nauc_mrr_at_100_max
+      value: 60.540728483028104
+    - type: nauc_mrr_at_10_diff1
+      value: 56.50717789276386
+    - type: nauc_mrr_at_10_max
+      value: 60.402245419993626
+    - type: nauc_mrr_at_1_diff1
+      value: 59.032663807282844
+    - type: nauc_mrr_at_1_max
+      value: 60.3211466117485
+    - type: nauc_mrr_at_20_diff1
+      value: 56.631497123613116
+    - type: nauc_mrr_at_20_max
+      value: 60.55435266050122
+    - type: nauc_mrr_at_3_diff1
+      value: 57.03401180618237
+    - type: nauc_mrr_at_3_max
+      value: 60.74025251383108
+    - type: nauc_mrr_at_5_diff1
+      value: 56.719828414666615
+    - type: nauc_mrr_at_5_max
+      value: 60.50987986316338
+    - type: nauc_ndcg_at_1000_diff1
+      value: 49.29110134431293
+    - type: nauc_ndcg_at_1000_max
+      value: 54.44877140258553
+    - type: nauc_ndcg_at_100_diff1
+      value: 48.81030947916155
+    - type: nauc_ndcg_at_100_max
+      value: 54.530927935094354
+    - type: nauc_ndcg_at_10_diff1
+      value: 47.90167107176282
+    - type: nauc_ndcg_at_10_max
+      value: 52.48834073628817
+    - type: nauc_ndcg_at_1_diff1
+      value: 59.032663807282844
+    - type: nauc_ndcg_at_1_max
+      value: 60.3211466117485
+    - type: nauc_ndcg_at_20_diff1
+      value: 47.91721759864128
+    - type: nauc_ndcg_at_20_max
+      value: 53.66951967421919
+    - type: nauc_ndcg_at_3_diff1
+      value: 49.9608020821714
+    - type: nauc_ndcg_at_3_max
+      value: 52.460962403857
+    - type: nauc_ndcg_at_5_diff1
+      value: 48.3107083050229
+    - type: nauc_ndcg_at_5_max
+      value: 51.403447219173096
+    - type: nauc_precision_at_1000_diff1
+      value: -19.095724592038824
+    - type: nauc_precision_at_1000_max
+      value: 10.49414510204917
+    - type: nauc_precision_at_100_diff1
+      value: -15.07925244337005
+    - type: nauc_precision_at_100_max
+      value: 18.213784508702886
+    - type: nauc_precision_at_10_diff1
+      value: -4.072544059488135
+    - type: nauc_precision_at_10_max
+      value: 29.14489664893668
+    - type: nauc_precision_at_1_diff1
+      value: 59.032663807282844
+    - type: nauc_precision_at_1_max
+      value: 60.3211466117485
+    - type: nauc_precision_at_20_diff1
+      value: -8.614374928777666
+    - type: nauc_precision_at_20_max
+      value: 25.696353189360504
+    - type: nauc_precision_at_3_diff1
+      value: 10.758972304240052
+    - type: nauc_precision_at_3_max
+      value: 39.352446901601304
+    - type: nauc_precision_at_5_diff1
+      value: 1.438210503638299
+    - type: nauc_precision_at_5_max
+      value: 34.240684259490706
+    - type: nauc_recall_at_1000_diff1
+      value: 17.151120467621766
+    - type: nauc_recall_at_1000_max
+      value: 39.4124299339563
+    - type: nauc_recall_at_100_diff1
+      value: 33.753600738691986
+    - type: nauc_recall_at_100_max
+      value: 49.264253306170886
+    - type: nauc_recall_at_10_diff1
+      value: 37.65122476559542
+    - type: nauc_recall_at_10_max
+      value: 43.928181593180554
+    - type: nauc_recall_at_1_diff1
+      value: 58.17421329806507
+    - type: nauc_recall_at_1_max
+      value: 35.4749459151989
+    - type: nauc_recall_at_20_diff1
+      value: 35.77720867453872
+    - type: nauc_recall_at_20_max
+      value: 46.698647380155876
+    - type: nauc_recall_at_3_diff1
+      value: 46.279672745804454
+    - type: nauc_recall_at_3_max
+      value: 43.387633490987426
+    - type: nauc_recall_at_5_diff1
+      value: 40.59107560506172
+    - type: nauc_recall_at_5_max
+      value: 44.41733580904138
+    - type: ndcg_at_1
+      value: 57.943999999999996
+    - type: ndcg_at_10
+      value: 63.205
+    - type: ndcg_at_100
+      value: 68.063
+    - type: ndcg_at_1000
+      value: 69.429
+    - type: ndcg_at_20
+      value: 65.304
+    - type: ndcg_at_3
+      value: 58.382
+    - type: ndcg_at_5
+      value: 59.758
+    - type: precision_at_1
+      value: 57.943999999999996
+    - type: precision_at_10
+      value: 14.646
+    - type: precision_at_100
+      value: 1.8739999999999999
+    - type: precision_at_1000
+      value: 0.20600000000000002
+    - type: precision_at_20
+      value: 8.071
+    - type: precision_at_3
+      value: 35.603
+    - type: precision_at_5
+      value: 25.287
+    - type: recall_at_1
+      value: 36.974000000000004
+    - type: recall_at_10
+      value: 72.11800000000001
+    - type: recall_at_100
+      value: 90.937
+    - type: recall_at_1000
+      value: 99.544
+    - type: recall_at_20
+      value: 78.78699999999999
+    - type: recall_at_3
+      value: 56.533
+    - type: recall_at_5
+      value: 63.678000000000004
 license: apache-2.0
 language:
     - fr