Cloud AI Platform v1beta1 API - Class EvaluateInstancesResponse (1.0.0-beta04)

public sealed class EvaluateInstancesResponse : IMessage<EvaluateInstancesResponse>, IEquatable<EvaluateInstancesResponse>, IDeepCloneable<EvaluateInstancesResponse>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1beta1 API class EvaluateInstancesResponse.

Response message for EvaluationService.EvaluateInstances.

Inheritance

object > EvaluateInstancesResponse

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

EvaluateInstancesResponse()

public EvaluateInstancesResponse()

EvaluateInstancesResponse(EvaluateInstancesResponse)

public EvaluateInstancesResponse(EvaluateInstancesResponse other)
Parameter
Name Description
other EvaluateInstancesResponse

Properties

BleuResults

public BleuResults BleuResults { get; set; }

Results for bleu metric.

Property Value
Type Description
BleuResults

CoherenceResult

public CoherenceResult CoherenceResult { get; set; }

Result for coherence metric.

Property Value
Type Description
CoherenceResult

EvaluationResultsCase

public EvaluateInstancesResponse.EvaluationResultsOneofCase EvaluationResultsCase { get; }
Property Value
Type Description
EvaluateInstancesResponseEvaluationResultsOneofCase

ExactMatchResults

public ExactMatchResults ExactMatchResults { get; set; }

Auto metric evaluation results. Results for exact match metric.

Property Value
Type Description
ExactMatchResults

FluencyResult

public FluencyResult FluencyResult { get; set; }

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

Property Value
Type Description
FluencyResult

FulfillmentResult

public FulfillmentResult FulfillmentResult { get; set; }

Result for fulfillment metric.

Property Value
Type Description
FulfillmentResult

GroundednessResult

public GroundednessResult GroundednessResult { get; set; }

Result for groundedness metric.

Property Value
Type Description
GroundednessResult

PairwiseMetricResult

public PairwiseMetricResult PairwiseMetricResult { get; set; }

Result for pairwise metric.

Property Value
Type Description
PairwiseMetricResult

PairwiseQuestionAnsweringQualityResult

public PairwiseQuestionAnsweringQualityResult PairwiseQuestionAnsweringQualityResult { get; set; }

Result for pairwise question answering quality metric.

Property Value
Type Description
PairwiseQuestionAnsweringQualityResult

PairwiseSummarizationQualityResult

public PairwiseSummarizationQualityResult PairwiseSummarizationQualityResult { get; set; }

Result for pairwise summarization quality metric.

Property Value
Type Description
PairwiseSummarizationQualityResult

PointwiseMetricResult

public PointwiseMetricResult PointwiseMetricResult { get; set; }

Generic metrics. Result for pointwise metric.

Property Value
Type Description
PointwiseMetricResult

QuestionAnsweringCorrectnessResult

public QuestionAnsweringCorrectnessResult QuestionAnsweringCorrectnessResult { get; set; }

Result for question answering correctness metric.

Property Value
Type Description
QuestionAnsweringCorrectnessResult

QuestionAnsweringHelpfulnessResult

public QuestionAnsweringHelpfulnessResult QuestionAnsweringHelpfulnessResult { get; set; }

Result for question answering helpfulness metric.

Property Value
Type Description
QuestionAnsweringHelpfulnessResult

QuestionAnsweringQualityResult

public QuestionAnsweringQualityResult QuestionAnsweringQualityResult { get; set; }

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

Property Value
Type Description
QuestionAnsweringQualityResult

QuestionAnsweringRelevanceResult

public QuestionAnsweringRelevanceResult QuestionAnsweringRelevanceResult { get; set; }

Result for question answering relevance metric.

Property Value
Type Description
QuestionAnsweringRelevanceResult

RougeResults

public RougeResults RougeResults { get; set; }

Results for rouge metric.

Property Value
Type Description
RougeResults

SafetyResult

public SafetyResult SafetyResult { get; set; }

Result for safety metric.

Property Value
Type Description
SafetyResult

SummarizationHelpfulnessResult

public SummarizationHelpfulnessResult SummarizationHelpfulnessResult { get; set; }

Result for summarization helpfulness metric.

Property Value
Type Description
SummarizationHelpfulnessResult

SummarizationQualityResult

public SummarizationQualityResult SummarizationQualityResult { get; set; }

Summarization only metrics. Result for summarization quality metric.

Property Value
Type Description
SummarizationQualityResult

SummarizationVerbosityResult

public SummarizationVerbosityResult SummarizationVerbosityResult { get; set; }

Result for summarization verbosity metric.

Property Value
Type Description
SummarizationVerbosityResult

ToolCallValidResults

public ToolCallValidResults ToolCallValidResults { get; set; }

Tool call metrics. Results for tool call valid metric.

Property Value
Type Description
ToolCallValidResults

ToolNameMatchResults

public ToolNameMatchResults ToolNameMatchResults { get; set; }

Results for tool name match metric.

Property Value
Type Description
ToolNameMatchResults

ToolParameterKeyMatchResults

public ToolParameterKeyMatchResults ToolParameterKeyMatchResults { get; set; }

Results for tool parameter key match metric.

Property Value
Type Description
ToolParameterKeyMatchResults

ToolParameterKvMatchResults

public ToolParameterKVMatchResults ToolParameterKvMatchResults { get; set; }

Results for tool parameter key value match metric.

Property Value
Type Description
ToolParameterKVMatchResults