Vertex AI v1beta1 API - Class EvaluateInstancesResponse (1.0.0-beta61)

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

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

Response message for EvaluationService.EvaluateInstances.

Inheritance

object > EvaluateInstancesResponse

Implements

IMessage EvaluateInstancesResponse, IEquatable EvaluateInstancesResponse, IDeepCloneable EvaluateInstancesResponse, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

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`

CometResult

public CometResult CometResult { get; set; }

Translation metrics. Result for Comet metric.

Property Value
Type	Description
`CometResult`

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`

MetricxResult

public MetricxResult MetricxResult { get; set; }

Result for Metricx metric.

Property Value
Type	Description
`MetricxResult`

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`

RubricBasedInstructionFollowingResult

public RubricBasedInstructionFollowingResult RubricBasedInstructionFollowingResult { get; set; }

Result for rubric based instruction following metric.

Property Value
Type	Description
`RubricBasedInstructionFollowingResult`

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`

TrajectoryAnyOrderMatchResults

public TrajectoryAnyOrderMatchResults TrajectoryAnyOrderMatchResults { get; set; }

Result for trajectory any order match metric.

Property Value
Type	Description
`TrajectoryAnyOrderMatchResults`

TrajectoryExactMatchResults

public TrajectoryExactMatchResults TrajectoryExactMatchResults { get; set; }

Result for trajectory exact match metric.

Property Value
Type	Description
`TrajectoryExactMatchResults`

TrajectoryInOrderMatchResults

public TrajectoryInOrderMatchResults TrajectoryInOrderMatchResults { get; set; }

Result for trajectory in order match metric.

Property Value
Type	Description
`TrajectoryInOrderMatchResults`

TrajectoryPrecisionResults

public TrajectoryPrecisionResults TrajectoryPrecisionResults { get; set; }

Result for trajectory precision metric.

Property Value
Type	Description
`TrajectoryPrecisionResults`

TrajectoryRecallResults

public TrajectoryRecallResults TrajectoryRecallResults { get; set; }

Results for trajectory recall metric.

Property Value
Type	Description
`TrajectoryRecallResults`

TrajectorySingleToolUseResults

public TrajectorySingleToolUseResults TrajectorySingleToolUseResults { get; set; }

Results for trajectory single tool use metric.

Property Value
Type	Description
`TrajectorySingleToolUseResults`

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