File size: 1,441 Bytes
9bbba62 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 | # Evaluation
`sentence_transformers.sparse_encoder.evaluation` defines different classes, that can be used to evaluate the SparseEncoder model during training.
## SparseInformationRetrievalEvaluator
```{eval-rst}
.. autoclass:: sentence_transformers.sparse_encoder.evaluation.SparseInformationRetrievalEvaluator
```
## SparseNanoBEIREvaluator
```{eval-rst}
.. autoclass:: sentence_transformers.sparse_encoder.evaluation.SparseNanoBEIREvaluator
```
## SparseEmbeddingSimilarityEvaluator
```{eval-rst}
.. autoclass:: sentence_transformers.sparse_encoder.evaluation.SparseEmbeddingSimilarityEvaluator
```
## SparseBinaryClassificationEvaluator
```{eval-rst}
.. autoclass:: sentence_transformers.sparse_encoder.evaluation.SparseBinaryClassificationEvaluator
```
## SparseTripletEvaluator
```{eval-rst}
.. autoclass:: sentence_transformers.sparse_encoder.evaluation.SparseTripletEvaluator
```
## SparseRerankingEvaluator
```{eval-rst}
.. autoclass:: sentence_transformers.sparse_encoder.evaluation.SparseRerankingEvaluator
```
## SparseTranslationEvaluator
```{eval-rst}
.. autoclass:: sentence_transformers.sparse_encoder.evaluation.SparseTranslationEvaluator
```
## SparseMSEEvaluator
```{eval-rst}
.. autoclass:: sentence_transformers.sparse_encoder.evaluation.SparseMSEEvaluator
```
## ReciprocalRankFusionEvaluator
```{eval-rst}
.. autoclass:: sentence_transformers.sparse_encoder.evaluation.ReciprocalRankFusionEvaluator |