Class GoogleCloudAiplatformV1EvaluateInstancesResponse
Response message for EvaluationService.EvaluateInstances.
Implements
Inherited Members
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 |
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 |
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 |
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 |