Update README.md

README.md

@@ -6,7 +6,220 @@ tags:
 - feature-extraction
 - sentence-similarity
 - transformers
-
+- mteb
+model-index:
+- name: mxbai-embed-large-v1-sts-matryoshka
+  results:
+  - task:
+      type: STS
+    dataset:
+      type: mteb/biosses-sts
+      name: MTEB BIOSSES
+      config: default
+      split: test
+      revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
+    metrics:
+    - type: cos_sim_pearson
+      value: 89.74819706519132
+    - type: cos_sim_spearman
+      value: 89.16227258672195
+    - type: euclidean_pearson
+      value: 87.4894915970516
+    - type: euclidean_spearman
+      value: 88.82371065549121
+    - type: manhattan_pearson
+      value: 87.4550672002364
+    - type: manhattan_spearman
+      value: 88.74479319465274
+  - task:
+      type: STS
+    dataset:
+      type: mteb/sickr-sts
+      name: MTEB SICK-R
+      config: default
+      split: test
+      revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
+    metrics:
+    - type: cos_sim_pearson
+      value: 87.6165367318343
+    - type: cos_sim_spearman
+      value: 82.96648281765052
+    - type: euclidean_pearson
+      value: 85.15841275786363
+    - type: euclidean_spearman
+      value: 82.59932858741094
+    - type: manhattan_pearson
+      value: 85.13304536590803
+    - type: manhattan_spearman
+      value: 82.57423596486754
+  - task:
+      type: STS
+    dataset:
+      type: mteb/sts12-sts
+      name: MTEB STS12
+      config: default
+      split: test
+      revision: a0d554a64d88156834ff5ae9920b964011b16384
+    metrics:
+    - type: cos_sim_pearson
+      value: 90.28534830444329
+    - type: cos_sim_spearman
+      value: 82.55267827529079
+    - type: euclidean_pearson
+      value: 88.25378069753911
+    - type: euclidean_spearman
+      value: 83.11525616002255
+    - type: manhattan_pearson
+      value: 88.22692740852892
+    - type: manhattan_spearman
+      value: 83.09760476508313
+  - task:
+      type: STS
+    dataset:
+      type: mteb/sts13-sts
+      name: MTEB STS13
+      config: default
+      split: test
+      revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
+    metrics:
+    - type: cos_sim_pearson
+      value: 92.4873773117415
+    - type: cos_sim_spearman
+      value: 92.45311856572782
+    - type: euclidean_pearson
+      value: 91.3940762182452
+    - type: euclidean_spearman
+      value: 91.99304193285555
+    - type: manhattan_pearson
+      value: 91.36013458363827
+    - type: manhattan_spearman
+      value: 91.94059360016104
+  - task:
+      type: STS
+    dataset:
+      type: mteb/sts14-sts
+      name: MTEB STS14
+      config: default
+      split: test
+      revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
+    metrics:
+    - type: cos_sim_pearson
+      value: 92.86047241342555
+    - type: cos_sim_spearman
+      value: 91.7373997118018
+    - type: euclidean_pearson
+      value: 91.85151887796326
+    - type: euclidean_spearman
+      value: 91.84470114529888
+    - type: manhattan_pearson
+      value: 91.84546446666218
+    - type: manhattan_spearman
+      value: 91.83943192650281
+  - task:
+      type: STS
+    dataset:
+      type: mteb/sts15-sts
+      name: MTEB STS15
+      config: default
+      split: test
+      revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
+    metrics:
+    - type: cos_sim_pearson
+      value: 91.54334603049196
+    - type: cos_sim_spearman
+      value: 92.53856973601617
+    - type: euclidean_pearson
+      value: 91.78019629944465
+    - type: euclidean_spearman
+      value: 92.34058447365024
+    - type: manhattan_pearson
+      value: 91.77889261840363
+    - type: manhattan_spearman
+      value: 92.34415590718599
+  - task:
+      type: STS
+    dataset:
+      type: mteb/sts16-sts
+      name: MTEB STS16
+      config: default
+      split: test
+      revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
+    metrics:
+    - type: cos_sim_pearson
+      value: 86.44182676813374
+    - type: cos_sim_spearman
+      value: 88.13762635519763
+    - type: euclidean_pearson
+      value: 87.368150115143
+    - type: euclidean_spearman
+      value: 87.80086022782062
+    - type: manhattan_pearson
+      value: 87.36033717796437
+    - type: manhattan_spearman
+      value: 87.79278886160228
+  - task:
+      type: STS
+    dataset:
+      type: mteb/sts17-crosslingual-sts
+      name: MTEB STS17 (en-en)
+      config: en-en
+      split: test
+      revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
+    metrics:
+    - type: cos_sim_pearson
+      value: 90.45736504439745
+    - type: cos_sim_spearman
+      value: 90.36467157990322
+    - type: euclidean_pearson
+      value: 90.19668998748772
+    - type: euclidean_spearman
+      value: 89.89620750310942
+    - type: manhattan_pearson
+      value: 90.28020856755623
+    - type: manhattan_spearman
+      value: 90.06372752006743
+  - task:
+      type: STS
+    dataset:
+      type: mteb/sts22-crosslingual-sts
+      name: MTEB STS22 (en)
+      config: en
+      split: test
+      revision: eea2b4fe26a775864c896887d910b76a8098ad3f
+    metrics:
+    - type: cos_sim_pearson
+      value: 68.08713149697203
+    - type: cos_sim_spearman
+      value: 68.46457718572601
+    - type: euclidean_pearson
+      value: 69.25165385150007
+    - type: euclidean_spearman
+      value: 68.1342295049583
+    - type: manhattan_pearson
+      value: 69.30447292480429
+    - type: manhattan_spearman
+      value: 68.25582089078411
+  - task:
+      type: STS
+    dataset:
+      type: mteb/stsbenchmark-sts
+      name: MTEB STSBenchmark
+      config: default
+      split: test
+      revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
+    metrics:
+    - type: cos_sim_pearson
+      value: 88.34259569356074
+    - type: cos_sim_spearman
+      value: 89.78243695761168
+    - type: euclidean_pearson
+      value: 89.12060338382234
+    - type: euclidean_spearman
+      value: 89.67729976099504
+    - type: manhattan_pearson
+      value: 89.12528974491349
+    - type: manhattan_spearman
+      value: 89.66532321334671
 ---
 
 # MichaelKarpe/mxbai-embed-large-v1-sts-matryoshka