Model: srikarvar/multilingual-e5-small-pairclass-contrastive
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:296, loss:ContrastiveLoss, arxiv:1908.10084, base_model:intfloat/multilingual-e5-small, base_model:finetune:intfloat/multilingual-e5-small, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/multilingual-e5-small
Card metadata: base_model: intfloat/multilingual-e5-small
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, dot_accuracy, dot_accuracy_threshold, dot_f1, dot_f1_threshold, dot_precision, dot_recall, dot_ap, manhattan_accuracy, manhattan_accuracy_threshold, manhattan_f1, manhattan_f1_threshold, manhattan_precision, manhattan_recall, manhattan_ap, euclidean_accuracy, euclidean_accuracy_threshold, euclidean_f1, euclidean_f1_threshold, euclidean_precision, euclidean_recall, euclidean_ap, max_accuracy, max_accuracy_threshold, max_f1, max_f1_threshold, max_precision, max_recall, max_ap
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:296, loss:ContrastiveLoss
widget: source_sentence: Biography of Queen Elisabeth II
sentences: Biography of Queen Elisabeth I, What are the ingredients of a pizza?, When was the Declaration of Independence signed?, source_sentence: What are ingredients of pizza
sentences: How do I reset my password?, What are the ingredients of a pizza?, What's the capital of France?, source_sentence: Japan's population count
sentences: What's the population of Japan?, What is the time now?, What are the benefits of exercise?, source_sentence: How many states are in India?
sentences: What is the capital of Italy?, What is the speed of light?, How many states are in the USA?, source_sentence: Language spoken by the most people
sentences: What is the most spoken language in the world?, How do I get to the nearest train station?, Who was the first person to walk on the moon?
model-index: name: SentenceTransformer based on intfloat/multilingual-e5-small
results: task: type: binary-classification
name: Binary Classification
dataset: name: pair class dev
type: pair-class-dev
metrics: type: cosine_accuracy
value: 0.9459459459459459
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8864079713821411
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.951219512195122
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.8166882395744324
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9069767441860465
name: Cosine Precision
verified: no, type: cosine_recall
value: 1
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9896978310027928
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.9459459459459459
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.8864079713821411
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.951219512195122
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.8166882991790771
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.9069767441860465
name: Dot Precision
verified: no, type: dot_recall
value: 1
name: Dot Recall
verified: no, type: dot_ap
value: 0.9896978310027928
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.9459459459459459
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 7.30389404296875
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.951219512195122
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 9.542933464050293
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.9069767441860465
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 1
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9896978310027928
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.9459459459459459
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.4764680862426758
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.951219512195122
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.6043685078620911
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.9069767441860465
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 1
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9896978310027928
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.9459459459459459
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 7.30389404296875
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.951219512195122
name: Max F1
verified: no, type: max_f1_threshold
value: 9.542933464050293
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.9069767441860465
name: Max Precision
verified: no, type: max_recall
value: 1
name: Max Recall
verified: no, type: max_ap
value: 0.9896978310027928
name: Max Ap
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: pair class test
type: pair-class-test
metrics: type: cosine_accuracy
value: 0.9459459459459459
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8864079713821411
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.951219512195122
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.8166882395744324
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9069767441860465
name: Cosine Precision
verified: no, type: cosine_recall
value: 1
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9896978310027928
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.9459459459459459
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.8864079713821411
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.951219512195122
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.8166882991790771
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.9069767441860465
name: Dot Precision
verified: no, type: dot_recall
value: 1
name: Dot Recall
verified: no, type: dot_ap
value: 0.9896978310027928
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.9459459459459459
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 7.30389404296875
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.951219512195122
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 9.542933464050293
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.9069767441860465
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 1
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9896978310027928
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.9459459459459459
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.4764680862426758
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.951219512195122
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.6043685078620911
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.9069767441860465
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 1
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9896978310027928
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.9459459459459459
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 7.30389404296875
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.951219512195122
name: Max F1
verified: no, type: max_f1_threshold
value: 9.542933464050293
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.9069767441860465
name: Max Precision
verified: no, type: max_recall
value: 1
name: Max Recall
verified: no, type: max_ap
value: 0.9896978310027928
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 182
Created: 2024-08-20 15:07:39