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Santi Diana
Feat: add new model implemented. Read README.md inside add_new_model folder for more information
b8e8c93
tags: | |
- mteb | |
model-index: | |
- name: sentence-t5-xl | |
results: | |
- task: | |
type: Classification | |
dataset: | |
type: mteb/amazon_reviews_multi | |
name: MTEB AmazonReviewsClassification (es) | |
config: es | |
split: test | |
revision: 1399c76144fd37290681b995c656ef9b2e06e26d | |
metrics: | |
- type: accuracy | |
value: 45.007999999999996 | |
- type: f1 | |
value: 41.6679637623569 | |
- task: | |
type: Classification | |
dataset: | |
type: mteb/mtop_domain | |
name: MTEB MTOPDomainClassification (es) | |
config: es | |
split: test | |
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf | |
metrics: | |
- type: accuracy | |
value: 85.32354903268846 | |
- type: f1 | |
value: 85.23439986563692 | |
- task: | |
type: Classification | |
dataset: | |
type: mteb/mtop_intent | |
name: MTEB MTOPIntentClassification (es) | |
config: es | |
split: test | |
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba | |
metrics: | |
- type: accuracy | |
value: 57.384923282188126 | |
- type: f1 | |
value: 38.1008046822733 | |
- task: | |
type: Classification | |
dataset: | |
type: mteb/amazon_massive_intent | |
name: MTEB MassiveIntentClassification (es) | |
config: es | |
split: test | |
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7 | |
metrics: | |
- type: accuracy | |
value: 57.96906523201076 | |
- type: f1 | |
value: 57.053434089481605 | |
- task: | |
type: Classification | |
dataset: | |
type: mteb/amazon_massive_scenario | |
name: MTEB MassiveScenarioClassification (es) | |
config: es | |
split: test | |
revision: 7d571f92784cd94a019292a1f45445077d0ef634 | |
metrics: | |
- type: accuracy | |
value: 62.51513113651648 | |
- type: f1 | |
value: 61.428522227301464 | |
- task: | |
type: STS | |
dataset: | |
type: mteb/sts17-crosslingual-sts | |
name: MTEB STS17 (es-es) | |
config: es-es | |
split: test | |
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d | |
metrics: | |
- type: cos_sim_pearson | |
value: 83.7632102444147 | |
- type: cos_sim_spearman | |
value: 83.41808607885294 | |
- type: euclidean_pearson | |
value: 84.2318059368248 | |
- type: euclidean_spearman | |
value: 83.41874306738518 | |
- type: manhattan_pearson | |
value: 84.31088958713279 | |
- type: manhattan_spearman | |
value: 83.41585915763147 | |
- task: | |
type: STS | |
dataset: | |
type: mteb/sts22-crosslingual-sts | |
name: MTEB STS22 (es) | |
config: es | |
split: test | |
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80 | |
metrics: | |
- type: cos_sim_pearson | |
value: 49.40174203847368 | |
- type: cos_sim_spearman | |
value: 58.15600173312334 | |
- type: euclidean_pearson | |
value: 53.967323698454365 | |
- type: euclidean_spearman | |
value: 58.15600173312334 | |
- type: manhattan_pearson | |
value: 53.89976435331337 | |
- type: manhattan_spearman | |
value: 58.187134535671284 | |