Model: disi-unibo-nlp/foodex-baseterm-retriever
Author: disi-unibo-nlp
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:553000, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:BAAI/bge-m3, base_model:finetune:BAAI/bge-m3, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-m3
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:553000, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-m3
widget: source_sentence: sauce pale liquid tetra pak
sentences: The group includes any type of White sauce, such as Bechamel sauce, butter sauce, velouté mother sauce etc. The part consumed/analysed is by default the whole marketed unit or a homogeneous representative portion, The group includes Turkey fresh meat, from the species Meleagris gallopavo L. (with possible presence of intrinsic amounts of fat). When relevant, additional information has to be reported with facet descriptors., The group includes any type of sauces from fermented/hydrolised ingredients. They are usually dark, mostly liquid, made with hydrolysed fermentation products from meat, fish or similar sources. The part consumed/analysed is by default the whole marketed unit or a homogeneous representative portion., source_sentence: smoothie raspberry blueberry lime
sentences: The group includes any type of Fruit compote obtained from Mixed fruit. The part consumed/analysed is by default the whole or a portion of it representing the observed heterogeneity. When relevant, information on the part consumed/analysed has to be reported with additional facet descriptors., Fruiting vegetables from the plant classified under the species Capsicum annuum L., commonly known as Chili peppers or Cherry pepper or Cluster pepper or Cone pepper. The part consumed/analysed is not specified. When relevant, information on the part consumed/analysed has to be reported with additional facet descriptors. In case of data collections related to legislations, the default part consumed/analysed is the one defined in the applicable legislation., The group includes any type of Fruit smoothie, usually made from fruit and other ingredients such as water, dairy products, sweeteners. The part consumed/analysed is by default the whole or a portion of it representing the observed heterogeneity., source_sentence: plum compote
sentences: The group includes any type of bread and rolls made with refined wheat flour (i.e. containing very little or no bran). The part consumed/analysed is by default the whole or a portion of it representing the observed heterogeneity., The group includes any type of Fruit compote obtained from Table grape. The part consumed/analysed is by default the whole or a portion of it representing the observed heterogeneity. When relevant, information on the part consumed/analysed has to be reported with additional facet descriptors., The group includes any type of Fruit compote obtained from Plum. The part consumed/analysed is by default the whole or a portion of it representing the observed heterogeneity. When relevant, information on the part consumed/analysed has to be reported with additional facet descriptors., source_sentence: potato dumpling cooking method not applicable
sentences: The group includes any type of marine fish belonging to the ISSCAAP group 38: Sharks, rays, chimaeras., The group includes any type of Potato based dishes, i.e. composite dishes in which the principal characterising ingredient is potato. The part consumed/analysed is by default the whole marketed unit or a homogeneous representative portion., The group includes pig/swine fresh meat (with possible presence of intrinsic amounts of fat). When relevant, additional information has to be reported with facet descriptors., source_sentence: sauce cream salad dressing based facets desc food production commercial brandname productname known
sentences: The group includes any type of flavoured Yoghurt made from cow milk. Flavouring may be considered minor ingredient. The part consumed/analysed is by default the whole or a portion of it representing the observed heterogeneity., The group includes any type of Seasonings and extracts. The part consumed/analysed is by default the whole marketed unit or a representative portion of it., The group includes any type of Salad dressing. The part consumed/analysed is by default the whole marketed unit or a homogeneous representative portion.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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
model-index: name: SentenceTransformer based on BAAI/bge-m3
results: task: type: device-aware-information-retrieval
name: Device Aware Information Retrieval
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy@1
value: 0.9617067833698031
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9974471188913202
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9992706053975201
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9617067833698031
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.33467055677121327
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.20123997082421588
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10083880379285193
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.9586068563092633
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9969912472647703
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9988147337709701
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.984561115065204
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9793220971831476
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9790558464450696
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 2
Created: 2025-03-12 11:16:42