Interface EvaluateInstancesResponseOrBuilder (3.88.0)

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public interface EvaluateInstancesResponseOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getBleuResults()

public abstract BleuResults getBleuResults()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
BleuResults	The bleuResults.

getBleuResultsOrBuilder()

public abstract BleuResultsOrBuilder getBleuResultsOrBuilder()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
BleuResultsOrBuilder

getCoherenceResult()

public abstract CoherenceResult getCoherenceResult()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
CoherenceResult	The coherenceResult.

getCoherenceResultOrBuilder()

public abstract CoherenceResultOrBuilder getCoherenceResultOrBuilder()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
CoherenceResultOrBuilder

getCometResult()

public abstract CometResult getCometResult()

Translation metrics. Result for Comet metric.

.google.cloud.aiplatform.v1beta1.CometResult comet_result = 29;

Returns
Type	Description
CometResult	The cometResult.

getCometResultOrBuilder()

public abstract CometResultOrBuilder getCometResultOrBuilder()

Translation metrics. Result for Comet metric.

.google.cloud.aiplatform.v1beta1.CometResult comet_result = 29;

Returns
Type	Description
CometResultOrBuilder

getEvaluationResultsCase()

public abstract EvaluateInstancesResponse.EvaluationResultsCase getEvaluationResultsCase()

Returns
Type	Description
EvaluateInstancesResponse.EvaluationResultsCase

getExactMatchResults()

public abstract ExactMatchResults getExactMatchResults()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
ExactMatchResults	The exactMatchResults.

getExactMatchResultsOrBuilder()

public abstract ExactMatchResultsOrBuilder getExactMatchResultsOrBuilder()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
ExactMatchResultsOrBuilder

getFluencyResult()

public abstract FluencyResult getFluencyResult()

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

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
FluencyResult	The fluencyResult.

getFluencyResultOrBuilder()

public abstract FluencyResultOrBuilder getFluencyResultOrBuilder()

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

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
FluencyResultOrBuilder

getFulfillmentResult()

public abstract FulfillmentResult getFulfillmentResult()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
FulfillmentResult	The fulfillmentResult.

getFulfillmentResultOrBuilder()

public abstract FulfillmentResultOrBuilder getFulfillmentResultOrBuilder()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
FulfillmentResultOrBuilder

getGroundednessResult()

public abstract GroundednessResult getGroundednessResult()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
GroundednessResult	The groundednessResult.

getGroundednessResultOrBuilder()

public abstract GroundednessResultOrBuilder getGroundednessResultOrBuilder()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
GroundednessResultOrBuilder

getMetricResults(int index)

public abstract MetricResult getMetricResults(int index)

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.

repeated .google.cloud.aiplatform.v1beta1.MetricResult metric_results = 43;

Parameter
Name	Description
index	int

Returns
Type	Description
MetricResult

getMetricResultsCount()

public abstract int getMetricResultsCount()

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.

repeated .google.cloud.aiplatform.v1beta1.MetricResult metric_results = 43;

Returns
Type	Description
int

getMetricResultsList()

public abstract List<MetricResult> getMetricResultsList()

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.

repeated .google.cloud.aiplatform.v1beta1.MetricResult metric_results = 43;

Returns
Type	Description
List<MetricResult>

getMetricResultsOrBuilder(int index)

public abstract MetricResultOrBuilder getMetricResultsOrBuilder(int index)

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.

repeated .google.cloud.aiplatform.v1beta1.MetricResult metric_results = 43;

Parameter
Name	Description
index	int

Returns
Type	Description
MetricResultOrBuilder

getMetricResultsOrBuilderList()

public abstract List<? extends MetricResultOrBuilder> getMetricResultsOrBuilderList()

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.

repeated .google.cloud.aiplatform.v1beta1.MetricResult metric_results = 43;

Returns
Type	Description
List<? extends com.google.cloud.aiplatform.v1beta1.MetricResultOrBuilder>

getMetricxResult()

public abstract MetricxResult getMetricxResult()

Result for Metricx metric.

.google.cloud.aiplatform.v1beta1.MetricxResult metricx_result = 30;

Returns
Type	Description
MetricxResult	The metricxResult.

getMetricxResultOrBuilder()

public abstract MetricxResultOrBuilder getMetricxResultOrBuilder()

Result for Metricx metric.

.google.cloud.aiplatform.v1beta1.MetricxResult metricx_result = 30;

Returns
Type	Description
MetricxResultOrBuilder

getPairwiseMetricResult()

public abstract PairwiseMetricResult getPairwiseMetricResult()

Result for pairwise metric.

.google.cloud.aiplatform.v1beta1.PairwiseMetricResult pairwise_metric_result = 28;

Returns
Type	Description
PairwiseMetricResult	The pairwiseMetricResult.

getPairwiseMetricResultOrBuilder()

public abstract PairwiseMetricResultOrBuilder getPairwiseMetricResultOrBuilder()

Result for pairwise metric.

.google.cloud.aiplatform.v1beta1.PairwiseMetricResult pairwise_metric_result = 28;

Returns
Type	Description
PairwiseMetricResultOrBuilder

getPairwiseQuestionAnsweringQualityResult()

public abstract PairwiseQuestionAnsweringQualityResult getPairwiseQuestionAnsweringQualityResult()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
PairwiseQuestionAnsweringQualityResult	The pairwiseQuestionAnsweringQualityResult.

getPairwiseQuestionAnsweringQualityResultOrBuilder()

public abstract PairwiseQuestionAnsweringQualityResultOrBuilder getPairwiseQuestionAnsweringQualityResultOrBuilder()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
PairwiseQuestionAnsweringQualityResultOrBuilder

getPairwiseSummarizationQualityResult()

public abstract PairwiseSummarizationQualityResult getPairwiseSummarizationQualityResult()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
PairwiseSummarizationQualityResult	The pairwiseSummarizationQualityResult.

getPairwiseSummarizationQualityResultOrBuilder()

public abstract PairwiseSummarizationQualityResultOrBuilder getPairwiseSummarizationQualityResultOrBuilder()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
PairwiseSummarizationQualityResultOrBuilder

getPointwiseMetricResult()

public abstract PointwiseMetricResult getPointwiseMetricResult()

Generic metrics. Result for pointwise metric.

.google.cloud.aiplatform.v1beta1.PointwiseMetricResult pointwise_metric_result = 27;

Returns
Type	Description
PointwiseMetricResult	The pointwiseMetricResult.

getPointwiseMetricResultOrBuilder()

public abstract PointwiseMetricResultOrBuilder getPointwiseMetricResultOrBuilder()

Generic metrics. Result for pointwise metric.

.google.cloud.aiplatform.v1beta1.PointwiseMetricResult pointwise_metric_result = 27;

Returns
Type	Description
PointwiseMetricResultOrBuilder

getQuestionAnsweringCorrectnessResult()

public abstract QuestionAnsweringCorrectnessResult getQuestionAnsweringCorrectnessResult()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
QuestionAnsweringCorrectnessResult	The questionAnsweringCorrectnessResult.

getQuestionAnsweringCorrectnessResultOrBuilder()

public abstract QuestionAnsweringCorrectnessResultOrBuilder getQuestionAnsweringCorrectnessResultOrBuilder()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
QuestionAnsweringCorrectnessResultOrBuilder

getQuestionAnsweringHelpfulnessResult()

public abstract QuestionAnsweringHelpfulnessResult getQuestionAnsweringHelpfulnessResult()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
QuestionAnsweringHelpfulnessResult	The questionAnsweringHelpfulnessResult.

getQuestionAnsweringHelpfulnessResultOrBuilder()

public abstract QuestionAnsweringHelpfulnessResultOrBuilder getQuestionAnsweringHelpfulnessResultOrBuilder()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
QuestionAnsweringHelpfulnessResultOrBuilder

getQuestionAnsweringQualityResult()

public abstract QuestionAnsweringQualityResult getQuestionAnsweringQualityResult()

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

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
QuestionAnsweringQualityResult	The questionAnsweringQualityResult.

getQuestionAnsweringQualityResultOrBuilder()

public abstract QuestionAnsweringQualityResultOrBuilder getQuestionAnsweringQualityResultOrBuilder()

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

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
QuestionAnsweringQualityResultOrBuilder

getQuestionAnsweringRelevanceResult()

public abstract QuestionAnsweringRelevanceResult getQuestionAnsweringRelevanceResult()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
QuestionAnsweringRelevanceResult	The questionAnsweringRelevanceResult.

getQuestionAnsweringRelevanceResultOrBuilder()

public abstract QuestionAnsweringRelevanceResultOrBuilder getQuestionAnsweringRelevanceResultOrBuilder()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
QuestionAnsweringRelevanceResultOrBuilder

getRougeResults()

public abstract RougeResults getRougeResults()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
RougeResults	The rougeResults.

getRougeResultsOrBuilder()

public abstract RougeResultsOrBuilder getRougeResultsOrBuilder()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
RougeResultsOrBuilder

getRubricBasedInstructionFollowingResult()

public abstract RubricBasedInstructionFollowingResult getRubricBasedInstructionFollowingResult()

Result for rubric based instruction following metric.

.google.cloud.aiplatform.v1beta1.RubricBasedInstructionFollowingResult rubric_based_instruction_following_result = 38;

Returns
Type	Description
RubricBasedInstructionFollowingResult	The rubricBasedInstructionFollowingResult.

getRubricBasedInstructionFollowingResultOrBuilder()

public abstract RubricBasedInstructionFollowingResultOrBuilder getRubricBasedInstructionFollowingResultOrBuilder()

Result for rubric based instruction following metric.

.google.cloud.aiplatform.v1beta1.RubricBasedInstructionFollowingResult rubric_based_instruction_following_result = 38;

Returns
Type	Description
RubricBasedInstructionFollowingResultOrBuilder

getSafetyResult()

public abstract SafetyResult getSafetyResult()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
SafetyResult	The safetyResult.

getSafetyResultOrBuilder()

public abstract SafetyResultOrBuilder getSafetyResultOrBuilder()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
SafetyResultOrBuilder

getSummarizationHelpfulnessResult()

public abstract SummarizationHelpfulnessResult getSummarizationHelpfulnessResult()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
SummarizationHelpfulnessResult	The summarizationHelpfulnessResult.

getSummarizationHelpfulnessResultOrBuilder()

public abstract SummarizationHelpfulnessResultOrBuilder getSummarizationHelpfulnessResultOrBuilder()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
SummarizationHelpfulnessResultOrBuilder

getSummarizationQualityResult()

public abstract SummarizationQualityResult getSummarizationQualityResult()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
SummarizationQualityResult	The summarizationQualityResult.

getSummarizationQualityResultOrBuilder()

public abstract SummarizationQualityResultOrBuilder getSummarizationQualityResultOrBuilder()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
SummarizationQualityResultOrBuilder

getSummarizationVerbosityResult()

public abstract SummarizationVerbosityResult getSummarizationVerbosityResult()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
SummarizationVerbosityResult	The summarizationVerbosityResult.

getSummarizationVerbosityResultOrBuilder()

public abstract SummarizationVerbosityResultOrBuilder getSummarizationVerbosityResultOrBuilder()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
SummarizationVerbosityResultOrBuilder

getToolCallValidResults()

public abstract ToolCallValidResults getToolCallValidResults()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
ToolCallValidResults	The toolCallValidResults.

getToolCallValidResultsOrBuilder()

public abstract ToolCallValidResultsOrBuilder getToolCallValidResultsOrBuilder()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
ToolCallValidResultsOrBuilder

getToolNameMatchResults()

public abstract ToolNameMatchResults getToolNameMatchResults()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
ToolNameMatchResults	The toolNameMatchResults.

getToolNameMatchResultsOrBuilder()

public abstract ToolNameMatchResultsOrBuilder getToolNameMatchResultsOrBuilder()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
ToolNameMatchResultsOrBuilder

getToolParameterKeyMatchResults()

public abstract ToolParameterKeyMatchResults getToolParameterKeyMatchResults()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
ToolParameterKeyMatchResults	The toolParameterKeyMatchResults.

getToolParameterKeyMatchResultsOrBuilder()

public abstract ToolParameterKeyMatchResultsOrBuilder getToolParameterKeyMatchResultsOrBuilder()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
ToolParameterKeyMatchResultsOrBuilder

getToolParameterKvMatchResults()

public abstract ToolParameterKVMatchResults getToolParameterKvMatchResults()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
ToolParameterKVMatchResults	The toolParameterKvMatchResults.

getToolParameterKvMatchResultsOrBuilder()

public abstract ToolParameterKVMatchResultsOrBuilder getToolParameterKvMatchResultsOrBuilder()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
ToolParameterKVMatchResultsOrBuilder

getTrajectoryAnyOrderMatchResults()

public abstract TrajectoryAnyOrderMatchResults getTrajectoryAnyOrderMatchResults()

Result for trajectory any order match metric.

.google.cloud.aiplatform.v1beta1.TrajectoryAnyOrderMatchResults trajectory_any_order_match_results = 33;

Returns
Type	Description
TrajectoryAnyOrderMatchResults	The trajectoryAnyOrderMatchResults.

getTrajectoryAnyOrderMatchResultsOrBuilder()

public abstract TrajectoryAnyOrderMatchResultsOrBuilder getTrajectoryAnyOrderMatchResultsOrBuilder()

Result for trajectory any order match metric.

.google.cloud.aiplatform.v1beta1.TrajectoryAnyOrderMatchResults trajectory_any_order_match_results = 33;

Returns
Type	Description
TrajectoryAnyOrderMatchResultsOrBuilder

getTrajectoryExactMatchResults()

public abstract TrajectoryExactMatchResults getTrajectoryExactMatchResults()

Result for trajectory exact match metric.

.google.cloud.aiplatform.v1beta1.TrajectoryExactMatchResults trajectory_exact_match_results = 31;

Returns
Type	Description
TrajectoryExactMatchResults	The trajectoryExactMatchResults.

getTrajectoryExactMatchResultsOrBuilder()

public abstract TrajectoryExactMatchResultsOrBuilder getTrajectoryExactMatchResultsOrBuilder()

Result for trajectory exact match metric.

.google.cloud.aiplatform.v1beta1.TrajectoryExactMatchResults trajectory_exact_match_results = 31;

Returns
Type	Description
TrajectoryExactMatchResultsOrBuilder

getTrajectoryInOrderMatchResults()

public abstract TrajectoryInOrderMatchResults getTrajectoryInOrderMatchResults()

Result for trajectory in order match metric.

.google.cloud.aiplatform.v1beta1.TrajectoryInOrderMatchResults trajectory_in_order_match_results = 32;

Returns
Type	Description
TrajectoryInOrderMatchResults	The trajectoryInOrderMatchResults.

getTrajectoryInOrderMatchResultsOrBuilder()

public abstract TrajectoryInOrderMatchResultsOrBuilder getTrajectoryInOrderMatchResultsOrBuilder()

Result for trajectory in order match metric.

.google.cloud.aiplatform.v1beta1.TrajectoryInOrderMatchResults trajectory_in_order_match_results = 32;

Returns
Type	Description
TrajectoryInOrderMatchResultsOrBuilder

getTrajectoryPrecisionResults()

public abstract TrajectoryPrecisionResults getTrajectoryPrecisionResults()

Result for trajectory precision metric.

.google.cloud.aiplatform.v1beta1.TrajectoryPrecisionResults trajectory_precision_results = 35;

Returns
Type	Description
TrajectoryPrecisionResults	The trajectoryPrecisionResults.

getTrajectoryPrecisionResultsOrBuilder()

public abstract TrajectoryPrecisionResultsOrBuilder getTrajectoryPrecisionResultsOrBuilder()

Result for trajectory precision metric.

.google.cloud.aiplatform.v1beta1.TrajectoryPrecisionResults trajectory_precision_results = 35;

Returns
Type	Description
TrajectoryPrecisionResultsOrBuilder

getTrajectoryRecallResults()

public abstract TrajectoryRecallResults getTrajectoryRecallResults()

Results for trajectory recall metric.

.google.cloud.aiplatform.v1beta1.TrajectoryRecallResults trajectory_recall_results = 36;

Returns
Type	Description
TrajectoryRecallResults	The trajectoryRecallResults.

getTrajectoryRecallResultsOrBuilder()

public abstract TrajectoryRecallResultsOrBuilder getTrajectoryRecallResultsOrBuilder()

Results for trajectory recall metric.

.google.cloud.aiplatform.v1beta1.TrajectoryRecallResults trajectory_recall_results = 36;

Returns
Type	Description
TrajectoryRecallResultsOrBuilder

getTrajectorySingleToolUseResults()

public abstract TrajectorySingleToolUseResults getTrajectorySingleToolUseResults()

Results for trajectory single tool use metric.

.google.cloud.aiplatform.v1beta1.TrajectorySingleToolUseResults trajectory_single_tool_use_results = 37;

Returns
Type	Description
TrajectorySingleToolUseResults	The trajectorySingleToolUseResults.

getTrajectorySingleToolUseResultsOrBuilder()

public abstract TrajectorySingleToolUseResultsOrBuilder getTrajectorySingleToolUseResultsOrBuilder()

Results for trajectory single tool use metric.

.google.cloud.aiplatform.v1beta1.TrajectorySingleToolUseResults trajectory_single_tool_use_results = 37;

Returns
Type	Description
TrajectorySingleToolUseResultsOrBuilder

hasBleuResults()

public abstract boolean hasBleuResults()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
boolean	Whether the bleuResults field is set.

hasCoherenceResult()

public abstract boolean hasCoherenceResult()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
boolean	Whether the coherenceResult field is set.

hasCometResult()

public abstract boolean hasCometResult()

Translation metrics. Result for Comet metric.

.google.cloud.aiplatform.v1beta1.CometResult comet_result = 29;

Returns
Type	Description
boolean	Whether the cometResult field is set.

hasExactMatchResults()

public abstract boolean hasExactMatchResults()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
boolean	Whether the exactMatchResults field is set.

hasFluencyResult()

public abstract boolean hasFluencyResult()

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

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
boolean	Whether the fluencyResult field is set.

hasFulfillmentResult()

public abstract boolean hasFulfillmentResult()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
boolean	Whether the fulfillmentResult field is set.

hasGroundednessResult()

public abstract boolean hasGroundednessResult()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
boolean	Whether the groundednessResult field is set.

hasMetricxResult()

public abstract boolean hasMetricxResult()

Result for Metricx metric.

.google.cloud.aiplatform.v1beta1.MetricxResult metricx_result = 30;

Returns
Type	Description
boolean	Whether the metricxResult field is set.

hasPairwiseMetricResult()

public abstract boolean hasPairwiseMetricResult()

Result for pairwise metric.

.google.cloud.aiplatform.v1beta1.PairwiseMetricResult pairwise_metric_result = 28;

Returns
Type	Description
boolean	Whether the pairwiseMetricResult field is set.

hasPairwiseQuestionAnsweringQualityResult()

public abstract boolean hasPairwiseQuestionAnsweringQualityResult()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
boolean	Whether the pairwiseQuestionAnsweringQualityResult field is set.

hasPairwiseSummarizationQualityResult()

public abstract boolean hasPairwiseSummarizationQualityResult()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
boolean	Whether the pairwiseSummarizationQualityResult field is set.

hasPointwiseMetricResult()

public abstract boolean hasPointwiseMetricResult()

Generic metrics. Result for pointwise metric.

.google.cloud.aiplatform.v1beta1.PointwiseMetricResult pointwise_metric_result = 27;

Returns
Type	Description
boolean	Whether the pointwiseMetricResult field is set.

hasQuestionAnsweringCorrectnessResult()

public abstract boolean hasQuestionAnsweringCorrectnessResult()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
boolean	Whether the questionAnsweringCorrectnessResult field is set.

hasQuestionAnsweringHelpfulnessResult()

public abstract boolean hasQuestionAnsweringHelpfulnessResult()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
boolean	Whether the questionAnsweringHelpfulnessResult field is set.

hasQuestionAnsweringQualityResult()

public abstract boolean hasQuestionAnsweringQualityResult()

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

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
boolean	Whether the questionAnsweringQualityResult field is set.

hasQuestionAnsweringRelevanceResult()

public abstract boolean hasQuestionAnsweringRelevanceResult()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
boolean	Whether the questionAnsweringRelevanceResult field is set.

hasRougeResults()

public abstract boolean hasRougeResults()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
boolean	Whether the rougeResults field is set.

hasRubricBasedInstructionFollowingResult()

public abstract boolean hasRubricBasedInstructionFollowingResult()

Result for rubric based instruction following metric.

.google.cloud.aiplatform.v1beta1.RubricBasedInstructionFollowingResult rubric_based_instruction_following_result = 38;

Returns
Type	Description
boolean	Whether the rubricBasedInstructionFollowingResult field is set.

hasSafetyResult()

public abstract boolean hasSafetyResult()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
boolean	Whether the safetyResult field is set.

hasSummarizationHelpfulnessResult()

public abstract boolean hasSummarizationHelpfulnessResult()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
boolean	Whether the summarizationHelpfulnessResult field is set.

hasSummarizationQualityResult()

public abstract boolean hasSummarizationQualityResult()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
boolean	Whether the summarizationQualityResult field is set.

hasSummarizationVerbosityResult()

public abstract boolean hasSummarizationVerbosityResult()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
boolean	Whether the summarizationVerbosityResult field is set.

hasToolCallValidResults()

public abstract boolean hasToolCallValidResults()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
boolean	Whether the toolCallValidResults field is set.

hasToolNameMatchResults()

public abstract boolean hasToolNameMatchResults()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
boolean	Whether the toolNameMatchResults field is set.

hasToolParameterKeyMatchResults()

public abstract boolean hasToolParameterKeyMatchResults()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
boolean	Whether the toolParameterKeyMatchResults field is set.

hasToolParameterKvMatchResults()

public abstract boolean hasToolParameterKvMatchResults()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
boolean	Whether the toolParameterKvMatchResults field is set.

hasTrajectoryAnyOrderMatchResults()

public abstract boolean hasTrajectoryAnyOrderMatchResults()

Result for trajectory any order match metric.

.google.cloud.aiplatform.v1beta1.TrajectoryAnyOrderMatchResults trajectory_any_order_match_results = 33;

Returns
Type	Description
boolean	Whether the trajectoryAnyOrderMatchResults field is set.

hasTrajectoryExactMatchResults()

public abstract boolean hasTrajectoryExactMatchResults()

Result for trajectory exact match metric.

.google.cloud.aiplatform.v1beta1.TrajectoryExactMatchResults trajectory_exact_match_results = 31;

Returns
Type	Description
boolean	Whether the trajectoryExactMatchResults field is set.

hasTrajectoryInOrderMatchResults()

public abstract boolean hasTrajectoryInOrderMatchResults()

Result for trajectory in order match metric.

.google.cloud.aiplatform.v1beta1.TrajectoryInOrderMatchResults trajectory_in_order_match_results = 32;

Returns
Type	Description
boolean	Whether the trajectoryInOrderMatchResults field is set.

hasTrajectoryPrecisionResults()

public abstract boolean hasTrajectoryPrecisionResults()

Result for trajectory precision metric.

.google.cloud.aiplatform.v1beta1.TrajectoryPrecisionResults trajectory_precision_results = 35;

Returns
Type	Description
boolean	Whether the trajectoryPrecisionResults field is set.

hasTrajectoryRecallResults()

public abstract boolean hasTrajectoryRecallResults()

Results for trajectory recall metric.

.google.cloud.aiplatform.v1beta1.TrajectoryRecallResults trajectory_recall_results = 36;

Returns
Type	Description
boolean	Whether the trajectoryRecallResults field is set.

hasTrajectorySingleToolUseResults()

public abstract boolean hasTrajectorySingleToolUseResults()

Results for trajectory single tool use metric.

.google.cloud.aiplatform.v1beta1.TrajectorySingleToolUseResults trajectory_single_tool_use_results = 37;

Returns
Type	Description
boolean	Whether the trajectorySingleToolUseResults field is set.