Model: threehook/bert-base-dutch-cased-sts
Author: threehook
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:1K<n<10K, loss:CosineSimilarityLoss, en, arxiv:1908.10084, base_model:GroNLP/bert-base-dutch-cased, base_model:finetune:GroNLP/bert-base-dutch-cased, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: GroNLP/bert-base-dutch-cased
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:1K<n<10K, loss:CosineSimilarityLoss
base_model: GroNLP/bert-base-dutch-cased
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: A woman is dancing.
sentences: Two little girls in pink are dancing., A green bus drives down a road., House with a red door., source_sentence: A man jumping rope
sentences: The man without a shirt is jumping., Three people are walking a dog., A woman is taking a picture., source_sentence: A man is spitting.
sentences: A man is cutting paper., A person is combing a cat hair., A small baby is playing a guitar., source_sentence: A plane in the sky.
sentences: Two airplanes in the sky., Breivik complains of 'ridicule', Three men are playing guitars., source_sentence: A plane is landing.
sentences: A animated airplane is landing., A woman is applying eye shadow., Kenya SC upholds election result
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on GroNLP/bert-base-dutch-cased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.7663399220180294
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7663585273609937
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7553858135652205
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7596894750291403
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.756020111318255
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7600411026249633
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.724987833867276
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7281058086742583
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7663399220180294
name: Pearson Max
verified: no, type: spearman_max
value: 0.7663585273609937
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7338660712008959
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7216786912799816
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7191458672763532
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7089185758914616
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7203342460991101
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7104087588860777
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6972437145317183
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6881333441399748
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7338660712008959
name: Pearson Max
verified: no, type: spearman_max
value: 0.7216786912799816
name: Spearman Max
verified: no
Likes: 1 | All-time downloads: 208
Created: 2024-06-02 15:47:25