Class GoogleCloudAiplatformV1EvaluateInstancesResponse

Response message for EvaluationService.EvaluateInstances.

Inheritance

object

GoogleCloudAiplatformV1EvaluateInstancesResponse

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.v1.Data

Assembly: Google.Apis.Aiplatform.v1.dll

Syntax

public class GoogleCloudAiplatformV1EvaluateInstancesResponse : IDirectResponseSchema

Properties

BleuResults

Results for bleu metric.

Declaration

[JsonProperty("bleuResults")]
public virtual GoogleCloudAiplatformV1BleuResults BleuResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1BleuResults

CoherenceResult

Result for coherence metric.

Declaration

[JsonProperty("coherenceResult")]
public virtual GoogleCloudAiplatformV1CoherenceResult CoherenceResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1CoherenceResult

CometResult

Translation metrics. Result for Comet metric.

Declaration

[JsonProperty("cometResult")]
public virtual GoogleCloudAiplatformV1CometResult CometResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1CometResult

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 GoogleCloudAiplatformV1ExactMatchResults ExactMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ExactMatchResults

FluencyResult

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

Declaration

[JsonProperty("fluencyResult")]
public virtual GoogleCloudAiplatformV1FluencyResult FluencyResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1FluencyResult

FulfillmentResult

Result for fulfillment metric.

Declaration

[JsonProperty("fulfillmentResult")]
public virtual GoogleCloudAiplatformV1FulfillmentResult FulfillmentResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1FulfillmentResult

GroundednessResult

Result for groundedness metric.

Declaration

[JsonProperty("groundednessResult")]
public virtual GoogleCloudAiplatformV1GroundednessResult GroundednessResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1GroundednessResult

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<GoogleCloudAiplatformV1MetricResult> MetricResults { get; set; }

Property Value

Type	Description
IList<GoogleCloudAiplatformV1MetricResult>

MetricxResult

Result for Metricx metric.

Declaration

[JsonProperty("metricxResult")]
public virtual GoogleCloudAiplatformV1MetricxResult MetricxResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1MetricxResult

PairwiseMetricResult

Result for pairwise metric.

Declaration

[JsonProperty("pairwiseMetricResult")]
public virtual GoogleCloudAiplatformV1PairwiseMetricResult PairwiseMetricResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1PairwiseMetricResult

PairwiseQuestionAnsweringQualityResult

Result for pairwise question answering quality metric.

Declaration

[JsonProperty("pairwiseQuestionAnsweringQualityResult")]
public virtual GoogleCloudAiplatformV1PairwiseQuestionAnsweringQualityResult PairwiseQuestionAnsweringQualityResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1PairwiseQuestionAnsweringQualityResult

PairwiseSummarizationQualityResult

Result for pairwise summarization quality metric.

Declaration

[JsonProperty("pairwiseSummarizationQualityResult")]
public virtual GoogleCloudAiplatformV1PairwiseSummarizationQualityResult PairwiseSummarizationQualityResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1PairwiseSummarizationQualityResult

PointwiseMetricResult

Generic metrics. Result for pointwise metric.

Declaration

[JsonProperty("pointwiseMetricResult")]
public virtual GoogleCloudAiplatformV1PointwiseMetricResult PointwiseMetricResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1PointwiseMetricResult

QuestionAnsweringCorrectnessResult

Result for question answering correctness metric.

Declaration

[JsonProperty("questionAnsweringCorrectnessResult")]
public virtual GoogleCloudAiplatformV1QuestionAnsweringCorrectnessResult QuestionAnsweringCorrectnessResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1QuestionAnsweringCorrectnessResult

QuestionAnsweringHelpfulnessResult

Result for question answering helpfulness metric.

Declaration

[JsonProperty("questionAnsweringHelpfulnessResult")]
public virtual GoogleCloudAiplatformV1QuestionAnsweringHelpfulnessResult QuestionAnsweringHelpfulnessResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1QuestionAnsweringHelpfulnessResult

QuestionAnsweringQualityResult

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

Declaration

[JsonProperty("questionAnsweringQualityResult")]
public virtual GoogleCloudAiplatformV1QuestionAnsweringQualityResult QuestionAnsweringQualityResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1QuestionAnsweringQualityResult

QuestionAnsweringRelevanceResult

Result for question answering relevance metric.

Declaration

[JsonProperty("questionAnsweringRelevanceResult")]
public virtual GoogleCloudAiplatformV1QuestionAnsweringRelevanceResult QuestionAnsweringRelevanceResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1QuestionAnsweringRelevanceResult

RougeResults

Results for rouge metric.

Declaration

[JsonProperty("rougeResults")]
public virtual GoogleCloudAiplatformV1RougeResults RougeResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1RougeResults

RubricBasedInstructionFollowingResult

Result for rubric based instruction following metric.

Declaration

[JsonProperty("rubricBasedInstructionFollowingResult")]
public virtual GoogleCloudAiplatformV1RubricBasedInstructionFollowingResult RubricBasedInstructionFollowingResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1RubricBasedInstructionFollowingResult

SafetyResult

Result for safety metric.

Declaration

[JsonProperty("safetyResult")]
public virtual GoogleCloudAiplatformV1SafetyResult SafetyResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1SafetyResult

SummarizationHelpfulnessResult

Result for summarization helpfulness metric.

Declaration

[JsonProperty("summarizationHelpfulnessResult")]
public virtual GoogleCloudAiplatformV1SummarizationHelpfulnessResult SummarizationHelpfulnessResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1SummarizationHelpfulnessResult

SummarizationQualityResult

Summarization only metrics. Result for summarization quality metric.

Declaration

[JsonProperty("summarizationQualityResult")]
public virtual GoogleCloudAiplatformV1SummarizationQualityResult SummarizationQualityResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1SummarizationQualityResult

SummarizationVerbosityResult

Result for summarization verbosity metric.

Declaration

[JsonProperty("summarizationVerbosityResult")]
public virtual GoogleCloudAiplatformV1SummarizationVerbosityResult SummarizationVerbosityResult { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1SummarizationVerbosityResult

ToolCallValidResults

Tool call metrics. Results for tool call valid metric.

Declaration

[JsonProperty("toolCallValidResults")]
public virtual GoogleCloudAiplatformV1ToolCallValidResults ToolCallValidResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ToolCallValidResults

ToolNameMatchResults

Results for tool name match metric.

Declaration

[JsonProperty("toolNameMatchResults")]
public virtual GoogleCloudAiplatformV1ToolNameMatchResults ToolNameMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ToolNameMatchResults

ToolParameterKeyMatchResults

Results for tool parameter key match metric.

Declaration

[JsonProperty("toolParameterKeyMatchResults")]
public virtual GoogleCloudAiplatformV1ToolParameterKeyMatchResults ToolParameterKeyMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ToolParameterKeyMatchResults

ToolParameterKvMatchResults

Results for tool parameter key value match metric.

Declaration

[JsonProperty("toolParameterKvMatchResults")]
public virtual GoogleCloudAiplatformV1ToolParameterKVMatchResults ToolParameterKvMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ToolParameterKVMatchResults

TrajectoryAnyOrderMatchResults

Result for trajectory any order match metric.

Declaration

[JsonProperty("trajectoryAnyOrderMatchResults")]
public virtual GoogleCloudAiplatformV1TrajectoryAnyOrderMatchResults TrajectoryAnyOrderMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1TrajectoryAnyOrderMatchResults

TrajectoryExactMatchResults

Result for trajectory exact match metric.

Declaration

[JsonProperty("trajectoryExactMatchResults")]
public virtual GoogleCloudAiplatformV1TrajectoryExactMatchResults TrajectoryExactMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1TrajectoryExactMatchResults

TrajectoryInOrderMatchResults

Result for trajectory in order match metric.

Declaration

[JsonProperty("trajectoryInOrderMatchResults")]
public virtual GoogleCloudAiplatformV1TrajectoryInOrderMatchResults TrajectoryInOrderMatchResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1TrajectoryInOrderMatchResults

TrajectoryPrecisionResults

Result for trajectory precision metric.

Declaration

[JsonProperty("trajectoryPrecisionResults")]
public virtual GoogleCloudAiplatformV1TrajectoryPrecisionResults TrajectoryPrecisionResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1TrajectoryPrecisionResults

TrajectoryRecallResults

Results for trajectory recall metric.

Declaration

[JsonProperty("trajectoryRecallResults")]
public virtual GoogleCloudAiplatformV1TrajectoryRecallResults TrajectoryRecallResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1TrajectoryRecallResults

TrajectorySingleToolUseResults

Results for trajectory single tool use metric.

Declaration

[JsonProperty("trajectorySingleToolUseResults")]
public virtual GoogleCloudAiplatformV1TrajectorySingleToolUseResults TrajectorySingleToolUseResults { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1TrajectorySingleToolUseResults

Implements

IDirectResponseSchema