evaluation.md

Evaluation

sentence_transformers.evaluation defines different classes, that can be used to evaluate the model during training.

BinaryClassificationEvaluator

.. autoclass:: sentence_transformers.evaluation.BinaryClassificationEvaluator

EmbeddingSimilarityEvaluator

.. autoclass:: sentence_transformers.evaluation.EmbeddingSimilarityEvaluator

InformationRetrievalEvaluator

.. autoclass:: sentence_transformers.evaluation.InformationRetrievalEvaluator

NanoBEIREvaluator

.. autoclass:: sentence_transformers.evaluation.NanoBEIREvaluator

MSEEvaluator

.. autoclass:: sentence_transformers.evaluation.MSEEvaluator

ParaphraseMiningEvaluator

.. autoclass:: sentence_transformers.evaluation.ParaphraseMiningEvaluator

RerankingEvaluator

.. autoclass:: sentence_transformers.evaluation.RerankingEvaluator

SentenceEvaluator

.. autoclass:: sentence_transformers.evaluation.SentenceEvaluator

SequentialEvaluator

.. autoclass:: sentence_transformers.evaluation.SequentialEvaluator

TranslationEvaluator

.. autoclass:: sentence_transformers.evaluation.TranslationEvaluator

TripletEvaluator

.. autoclass:: sentence_transformers.evaluation.TripletEvaluator