Enum google_api_proto::google::cloud::aiplatform::v1::evaluate_instances_response::EvaluationResults

pub enum EvaluationResults {
    ExactMatchResults(ExactMatchResults),
    BleuResults(BleuResults),
    RougeResults(RougeResults),
    FluencyResult(FluencyResult),
    CoherenceResult(CoherenceResult),
    SafetyResult(SafetyResult),
    GroundednessResult(GroundednessResult),
    FulfillmentResult(FulfillmentResult),
    SummarizationQualityResult(SummarizationQualityResult),
    PairwiseSummarizationQualityResult(PairwiseSummarizationQualityResult),
    SummarizationHelpfulnessResult(SummarizationHelpfulnessResult),
    SummarizationVerbosityResult(SummarizationVerbosityResult),
    QuestionAnsweringQualityResult(QuestionAnsweringQualityResult),
    PairwiseQuestionAnsweringQualityResult(PairwiseQuestionAnsweringQualityResult),
    QuestionAnsweringRelevanceResult(QuestionAnsweringRelevanceResult),
    QuestionAnsweringHelpfulnessResult(QuestionAnsweringHelpfulnessResult),
    QuestionAnsweringCorrectnessResult(QuestionAnsweringCorrectnessResult),
    PointwiseMetricResult(PointwiseMetricResult),
    PairwiseMetricResult(PairwiseMetricResult),
    ToolCallValidResults(ToolCallValidResults),
    ToolNameMatchResults(ToolNameMatchResults),
    ToolParameterKeyMatchResults(ToolParameterKeyMatchResults),
    ToolParameterKvMatchResults(ToolParameterKvMatchResults),
}

Evaluation results will be served in the same order as presented in EvaluationRequest.instances.

Variants

ExactMatchResults(ExactMatchResults)

Auto metric evaluation results. Results for exact match metric.

BleuResults(BleuResults)

Results for bleu metric.

RougeResults(RougeResults)

Results for rouge metric.

FluencyResult(FluencyResult)

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

CoherenceResult(CoherenceResult)

Result for coherence metric.

SafetyResult(SafetyResult)

Result for safety metric.

GroundednessResult(GroundednessResult)

Result for groundedness metric.

FulfillmentResult(FulfillmentResult)

Result for fulfillment metric.

SummarizationQualityResult(SummarizationQualityResult)

Summarization only metrics. Result for summarization quality metric.

PairwiseSummarizationQualityResult(PairwiseSummarizationQualityResult)

Result for pairwise summarization quality metric.

SummarizationHelpfulnessResult(SummarizationHelpfulnessResult)

Result for summarization helpfulness metric.

SummarizationVerbosityResult(SummarizationVerbosityResult)

Result for summarization verbosity metric.

QuestionAnsweringQualityResult(QuestionAnsweringQualityResult)

Question answering only metrics. Result for question answering quality metric.

PairwiseQuestionAnsweringQualityResult(PairwiseQuestionAnsweringQualityResult)

Result for pairwise question answering quality metric.

QuestionAnsweringRelevanceResult(QuestionAnsweringRelevanceResult)

Result for question answering relevance metric.

QuestionAnsweringHelpfulnessResult(QuestionAnsweringHelpfulnessResult)

Result for question answering helpfulness metric.

QuestionAnsweringCorrectnessResult(QuestionAnsweringCorrectnessResult)

Result for question answering correctness metric.

PointwiseMetricResult(PointwiseMetricResult)

Generic metrics. Result for pointwise metric.

PairwiseMetricResult(PairwiseMetricResult)

Result for pairwise metric.

ToolCallValidResults(ToolCallValidResults)

Tool call metrics. Results for tool call valid metric.

ToolNameMatchResults(ToolNameMatchResults)

Results for tool name match metric.

ToolParameterKeyMatchResults(ToolParameterKeyMatchResults)

Results for tool parameter key match metric.

ToolParameterKvMatchResults(ToolParameterKvMatchResults)

Results for tool parameter key value match metric.

Implementations

impl EvaluationResults

pub fn encode(&self, buf: &mut impl BufMut)

Encodes the message to a buffer.

pub fn merge( field: &mut Option<EvaluationResults>, tag: u32, wire_type: WireType, buf: &mut impl Buf, ctx: DecodeContext, ) -> Result<(), DecodeError>

Decodes an instance of the message from a buffer, and merges it into self.

pub fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

Trait Implementations

impl Clone for EvaluationResults

fn clone(&self) -> EvaluationResults

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for EvaluationResults

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for EvaluationResults

fn eq(&self, other: &EvaluationResults) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for EvaluationResults