public sealed class EvaluateInstancesResponse : IMessage<EvaluateInstancesResponse>, IEquatable<EvaluateInstancesResponse>, IDeepCloneable<EvaluateInstancesResponse>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1beta1 API class EvaluateInstancesResponse.
Response message for EvaluationService.EvaluateInstances.
Implements
IMessageEvaluateInstancesResponse, IEquatableEvaluateInstancesResponse, IDeepCloneableEvaluateInstancesResponse, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
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 |
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CoherenceResult
public CoherenceResult CoherenceResult { get; set; }Result for coherence metric.
| Property Value | |
|---|---|
| Type | Description |
CoherenceResult |
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EvaluationResultsCase
public EvaluateInstancesResponse.EvaluationResultsOneofCase EvaluationResultsCase { get; }| Property Value | |
|---|---|
| Type | Description |
EvaluateInstancesResponseEvaluationResultsOneofCase |
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ExactMatchResults
public ExactMatchResults ExactMatchResults { get; set; }Auto metric evaluation results. Results for exact match metric.
| Property Value | |
|---|---|
| Type | Description |
ExactMatchResults |
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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 |
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FulfillmentResult
public FulfillmentResult FulfillmentResult { get; set; }Result for fulfillment metric.
| Property Value | |
|---|---|
| Type | Description |
FulfillmentResult |
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GroundednessResult
public GroundednessResult GroundednessResult { get; set; }Result for groundedness metric.
| Property Value | |
|---|---|
| Type | Description |
GroundednessResult |
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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 |
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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 |
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QuestionAnsweringHelpfulnessResult
public QuestionAnsweringHelpfulnessResult QuestionAnsweringHelpfulnessResult { get; set; }Result for question answering helpfulness metric.
| Property Value | |
|---|---|
| Type | Description |
QuestionAnsweringHelpfulnessResult |
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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 |
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SafetyResult
public SafetyResult SafetyResult { get; set; }Result for safety metric.
| Property Value | |
|---|---|
| Type | Description |
SafetyResult |
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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 |
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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 |
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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 |
|