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

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