public sealed class EvaluateInstancesResponse : IMessage<EvaluateInstancesResponse>, IEquatable<EvaluateInstancesResponse>, IDeepCloneable<EvaluateInstancesResponse>, IBufferMessage, IMessage
Reference 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 |
CoherenceResult
public CoherenceResult CoherenceResult { get; set; }
Result for coherence metric.
Property Value | |
---|---|
Type | Description |
CoherenceResult |
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 |
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 |
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 |