Class GoogleCloudAiplatformV1beta1EvaluateInstancesResponse

Response message for EvaluationService.EvaluateInstances.

Inheritance

object

GoogleCloudAiplatformV1beta1EvaluateInstancesResponse

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1beta1.Data

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class GoogleCloudAiplatformV1beta1EvaluateInstancesResponse : IDirectResponseSchema

Properties

BleuResults

Results for bleu metric.

Declaration

[JsonProperty("bleuResults")]
public virtual GoogleCloudAiplatformV1beta1BleuResults BleuResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1BleuResults

CoherenceResult

Result for coherence metric.

Declaration

[JsonProperty("coherenceResult")]
public virtual GoogleCloudAiplatformV1beta1CoherenceResult CoherenceResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1CoherenceResult

CometResult

Translation metrics. Result for Comet metric.

Declaration

[JsonProperty("cometResult")]
public virtual GoogleCloudAiplatformV1beta1CometResult CometResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1CometResult

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

ExactMatchResults

Auto metric evaluation results. Results for exact match metric.

Declaration

[JsonProperty("exactMatchResults")]
public virtual GoogleCloudAiplatformV1beta1ExactMatchResults ExactMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ExactMatchResults

FluencyResult

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

Declaration

[JsonProperty("fluencyResult")]
public virtual GoogleCloudAiplatformV1beta1FluencyResult FluencyResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1FluencyResult

FulfillmentResult

Result for fulfillment metric.

Declaration

[JsonProperty("fulfillmentResult")]
public virtual GoogleCloudAiplatformV1beta1FulfillmentResult FulfillmentResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1FulfillmentResult

GroundednessResult

Result for groundedness metric.

Declaration

[JsonProperty("groundednessResult")]
public virtual GoogleCloudAiplatformV1beta1GroundednessResult GroundednessResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1GroundednessResult

MetricResults

Metric results for each instance. The order of the metric results is guaranteed to be the same as the order of the instances in the request.

Declaration

[JsonProperty("metricResults")]
public virtual IList<GoogleCloudAiplatformV1beta1MetricResult> MetricResults { get; set; }

Property Value

Type	Description
IList<GoogleCloudAiplatformV1beta1MetricResult>

MetricxResult

Result for Metricx metric.

Declaration

[JsonProperty("metricxResult")]
public virtual GoogleCloudAiplatformV1beta1MetricxResult MetricxResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1MetricxResult

PairwiseMetricResult

Result for pairwise metric.

Declaration

[JsonProperty("pairwiseMetricResult")]
public virtual GoogleCloudAiplatformV1beta1PairwiseMetricResult PairwiseMetricResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1PairwiseMetricResult

PairwiseQuestionAnsweringQualityResult

Result for pairwise question answering quality metric.

Declaration

[JsonProperty("pairwiseQuestionAnsweringQualityResult")]
public virtual GoogleCloudAiplatformV1beta1PairwiseQuestionAnsweringQualityResult PairwiseQuestionAnsweringQualityResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1PairwiseQuestionAnsweringQualityResult

PairwiseSummarizationQualityResult

Result for pairwise summarization quality metric.

Declaration

[JsonProperty("pairwiseSummarizationQualityResult")]
public virtual GoogleCloudAiplatformV1beta1PairwiseSummarizationQualityResult PairwiseSummarizationQualityResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1PairwiseSummarizationQualityResult

PointwiseMetricResult

Generic metrics. Result for pointwise metric.

Declaration

[JsonProperty("pointwiseMetricResult")]
public virtual GoogleCloudAiplatformV1beta1PointwiseMetricResult PointwiseMetricResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1PointwiseMetricResult

QuestionAnsweringCorrectnessResult

Result for question answering correctness metric.

Declaration

[JsonProperty("questionAnsweringCorrectnessResult")]
public virtual GoogleCloudAiplatformV1beta1QuestionAnsweringCorrectnessResult QuestionAnsweringCorrectnessResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1QuestionAnsweringCorrectnessResult

QuestionAnsweringHelpfulnessResult

Result for question answering helpfulness metric.

Declaration

[JsonProperty("questionAnsweringHelpfulnessResult")]
public virtual GoogleCloudAiplatformV1beta1QuestionAnsweringHelpfulnessResult QuestionAnsweringHelpfulnessResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1QuestionAnsweringHelpfulnessResult

QuestionAnsweringQualityResult

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

Declaration

[JsonProperty("questionAnsweringQualityResult")]
public virtual GoogleCloudAiplatformV1beta1QuestionAnsweringQualityResult QuestionAnsweringQualityResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1QuestionAnsweringQualityResult

QuestionAnsweringRelevanceResult

Result for question answering relevance metric.

Declaration

[JsonProperty("questionAnsweringRelevanceResult")]
public virtual GoogleCloudAiplatformV1beta1QuestionAnsweringRelevanceResult QuestionAnsweringRelevanceResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1QuestionAnsweringRelevanceResult

RougeResults

Results for rouge metric.

Declaration

[JsonProperty("rougeResults")]
public virtual GoogleCloudAiplatformV1beta1RougeResults RougeResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1RougeResults

RubricBasedInstructionFollowingResult

Result for rubric based instruction following metric.

Declaration

[JsonProperty("rubricBasedInstructionFollowingResult")]
public virtual GoogleCloudAiplatformV1beta1RubricBasedInstructionFollowingResult RubricBasedInstructionFollowingResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1RubricBasedInstructionFollowingResult

SafetyResult

Result for safety metric.

Declaration

[JsonProperty("safetyResult")]
public virtual GoogleCloudAiplatformV1beta1SafetyResult SafetyResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1SafetyResult

SummarizationHelpfulnessResult

Result for summarization helpfulness metric.

Declaration

[JsonProperty("summarizationHelpfulnessResult")]
public virtual GoogleCloudAiplatformV1beta1SummarizationHelpfulnessResult SummarizationHelpfulnessResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1SummarizationHelpfulnessResult

SummarizationQualityResult

Summarization only metrics. Result for summarization quality metric.

Declaration

[JsonProperty("summarizationQualityResult")]
public virtual GoogleCloudAiplatformV1beta1SummarizationQualityResult SummarizationQualityResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1SummarizationQualityResult

SummarizationVerbosityResult

Result for summarization verbosity metric.

Declaration

[JsonProperty("summarizationVerbosityResult")]
public virtual GoogleCloudAiplatformV1beta1SummarizationVerbosityResult SummarizationVerbosityResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1SummarizationVerbosityResult

ToolCallValidResults

Tool call metrics. Results for tool call valid metric.

Declaration

[JsonProperty("toolCallValidResults")]
public virtual GoogleCloudAiplatformV1beta1ToolCallValidResults ToolCallValidResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ToolCallValidResults

ToolNameMatchResults

Results for tool name match metric.

Declaration

[JsonProperty("toolNameMatchResults")]
public virtual GoogleCloudAiplatformV1beta1ToolNameMatchResults ToolNameMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ToolNameMatchResults

ToolParameterKeyMatchResults

Results for tool parameter key match metric.

Declaration

[JsonProperty("toolParameterKeyMatchResults")]
public virtual GoogleCloudAiplatformV1beta1ToolParameterKeyMatchResults ToolParameterKeyMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ToolParameterKeyMatchResults

ToolParameterKvMatchResults

Results for tool parameter key value match metric.

Declaration

[JsonProperty("toolParameterKvMatchResults")]
public virtual GoogleCloudAiplatformV1beta1ToolParameterKVMatchResults ToolParameterKvMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ToolParameterKVMatchResults

TrajectoryAnyOrderMatchResults

Result for trajectory any order match metric.

Declaration

[JsonProperty("trajectoryAnyOrderMatchResults")]
public virtual GoogleCloudAiplatformV1beta1TrajectoryAnyOrderMatchResults TrajectoryAnyOrderMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1TrajectoryAnyOrderMatchResults

TrajectoryExactMatchResults

Result for trajectory exact match metric.

Declaration

[JsonProperty("trajectoryExactMatchResults")]
public virtual GoogleCloudAiplatformV1beta1TrajectoryExactMatchResults TrajectoryExactMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1TrajectoryExactMatchResults

TrajectoryInOrderMatchResults

Result for trajectory in order match metric.

Declaration

[JsonProperty("trajectoryInOrderMatchResults")]
public virtual GoogleCloudAiplatformV1beta1TrajectoryInOrderMatchResults TrajectoryInOrderMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1TrajectoryInOrderMatchResults

TrajectoryPrecisionResults

Result for trajectory precision metric.

Declaration

[JsonProperty("trajectoryPrecisionResults")]
public virtual GoogleCloudAiplatformV1beta1TrajectoryPrecisionResults TrajectoryPrecisionResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1TrajectoryPrecisionResults

TrajectoryRecallResults

Results for trajectory recall metric.

Declaration

[JsonProperty("trajectoryRecallResults")]
public virtual GoogleCloudAiplatformV1beta1TrajectoryRecallResults TrajectoryRecallResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1TrajectoryRecallResults

TrajectorySingleToolUseResults

Results for trajectory single tool use metric.

Declaration

[JsonProperty("trajectorySingleToolUseResults")]
public virtual GoogleCloudAiplatformV1beta1TrajectorySingleToolUseResults TrajectorySingleToolUseResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1TrajectorySingleToolUseResults

Implements

IDirectResponseSchema