Model: elsayovita/bge-small-en-v1.5-esg-v2
Author: elsayovita
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:11863, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-small-en-v1.5, base_model:finetune:BAAI/bge-small-en-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-small-en-v1.5
Card metadata: base_model: BAAI/bge-small-en-v1.5
language: en
library_name: sentence-transformers
license: apache-2.0
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:11863, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: In the fiscal year 2022, the emissions were categorized into different scopes, with each scope representing a specific source of emissions
sentences: Question: What is NetLink proactive in identifying to be more efficient in? , What standard is the Environment, Health, and Safety Management System (EHSMS) audited to by a third-party accredited certification body at the operational assets level of CLI?, What do the different scopes represent in terms of emissions in the fiscal year 2022?, source_sentence: NetLink is committed to protecting the security of all information and information systems, including both end-user data and corporate data. To this end, management ensures that the appropriate IT policies, personal data protection policy, risk mitigation strategies, cyber security programmes, systems, processes, and controls are in place to protect our IT systems and confidential data
sentences: "What recognition did NetLink receive in FY22?", What measures does NetLink have in place to protect the security of all information and information systems, including end-user data and corporate data?, Question: What does Disclosure 102-10 discuss regarding the organization and its supply chain?, source_sentence: In the domain of economic performance, the focus is on the financial health and growth of the organization, ensuring sustainable profitability and value creation for stakeholders
sentences: What does NetLink prioritize by investing in its network to ensure reliability and quality of infrastructure?, What percentage of the total energy was accounted for by heat, steam, and chilled water in 2021 according to the given information?, What is the focus in the domain of economic performance, ensuring sustainable profitability and value creation for stakeholders?, source_sentence: Disclosure 102-41 discusses collective bargaining agreements and is found on page 98
sentences: What topic is discussed in Disclosure 102-41 on page 98 of the document?, What was the number of cases in 2021, following a decrease from 42 cases in 2020?, What type of data does GRI 101 provide in relation to connecting the nation?, source_sentence: Employee health and well-being has never been more topical than it was in the past year. We understand that people around the world, including our employees, have been increasingly exposed to factors affecting their physical and mental wellbeing. We are committed to creating an environment that supports our employees and ensures they feel valued and have a sense of belonging. We utilised
sentences: What aspect of the standard covers the evaluation of the management approach?, Question: What is the company's commitment towards its employees' health and well-being based on the provided context information?, What types of skills does NetLink focus on developing through their training and development opportunities for employees?
model-index: name: BAAI BGE small en v1.5 ESG
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 384
type: dim_384
metrics: type: cosine_accuracy@1
value: 0.786984742476608
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9269156199949422
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.944617718958105
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9597066509314676
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.786984742476608
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3089718733316474
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18892354379162102
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09597066509314678
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.021860687291016895
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.025747656110970626
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.026239381082169593
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.026658518081429664
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.19459455903970813
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8588156921146056
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.023886995279989515
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.7815055213689623
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9236280873303548
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9421731433870016
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9596223552221191
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7815055213689623
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.30787602911011824
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18843462867740032
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09596223552221193
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.021708486704693403
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.025656335759176533
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.026171476205194496
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.02665617653394776
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.19396598426779785
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8550811914864019
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.023784308256522512
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.7713057405378067
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9141869678833348
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9346708252549946
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9532158813116413
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7713057405378067
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3047289892944449
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18693416505099894
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09532158813116413
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.021425159459383523
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.025394082441203752
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.025963078479305412
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.026478218925323375
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.192049680708846
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8456702445512195
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.023531692780408037
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.7428137907780494
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.892438674871449
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9184860490601029
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9411615948748209
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7428137907780494
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.297479558290483
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1836972098120206
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09411615948748209
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.02063371641050138
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.024789963190873596
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.02551350136278064
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.026143377635411698
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.18745029665008597
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8220114494981732
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.022884160441989647
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 32
type: dim_32
metrics: type: cosine_accuracy@1
value: 0.6668633566551463
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8242434460085981
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8640310208210402
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8987608530725786
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6668633566551463
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27474781533619935
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17280620416420805
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08987608530725787
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.018523982129309623
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.022895651278016623
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.024000861689473345
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.02496557925201608
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.17367624271978654
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7532998425142056
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.02100792923667254
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-09-03 10:55:02