Model: armaniii/bert-base-uncased-augmentation-indomain-bm25-sts
Author: armaniii
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:20127, loss:CosineSimilarityLoss, en, dataset:sentence-transformers/stsb, arxiv:1908.10084, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: base_model: google-bert/bert-base-uncased
datasets: sentence-transformers/stsb
language: en
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:20127, loss:CosineSimilarityLoss
widget: source_sentence: The man talked to a girl over the internet camera.
sentences: A group of elderly people pose around a dining table., A teenager talks to a girl over a webcam., There is no 'still' that is not relative to some other object., source_sentence: A woman is writing something.
sentences: Two eagles are perched on a branch., It refers to the maximum f-stop (which is defined as the ratio of focal length to effective aperture diameter)., A woman is chopping green onions., source_sentence: The player shoots the winning points.
sentences: Minimum wage laws hurt the least skilled, least productive the most., The basketball player is about to score points for his team., Sheep are grazing in the field in front of a line of trees., source_sentence: Stars form in star-formation regions, which itself develop from molecular clouds.
sentences: Although I believe Searle is mistaken, I don't think you have found the problem., It may be possible for a solar system like ours to exist outside of a galaxy., A blond-haired child performing on the trumpet in front of a house while his younger brother watches., source_sentence: While Queen may refer to both Queen regent (sovereign) or Queen consort, the King has always been the sovereign.
sentences: At first, I thought this is a bit of a tricky question., A man sitting on the floor in a room is strumming a guitar., There is a very good reason not to refer to the Queen's spouse as "King" - because they aren't the King.
model-index: name: SentenceTransformer based on google-bert/bert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8704036241540303
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8723063947160014
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8240304398880643
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8326280427400794
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.824332157368767
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8327621115149644
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7561120117358238
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7732899193523305
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8704036241540303
name: Pearson Max
verified: no, type: spearman_max
value: 0.8723063947160014
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.8341388917194029
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8312253997736475
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8121299512156789
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8102823785744042
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8124379587910084
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8106160221464417
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6947485972044003
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6858002756760537
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8341388917194029
name: Pearson Max
verified: no, type: spearman_max
value: 0.8312253997736475
name: Spearman Max
verified: no
Likes: 2 | All-time downloads: 175
Created: 2024-11-26 20:13:49