[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-14 UTC."],[[["\u003cp\u003eThis page provides reference documentation for the \u003ccode\u003eEvaluationService.EvaluationServiceBase\u003c/code\u003e class, a base class for server-side implementations of the Vertex AI v1beta1 API's \u003ccode\u003eEvaluationService\u003c/code\u003e.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eEvaluationService.EvaluationServiceBase\u003c/code\u003e class is part of the \u003ccode\u003eGoogle.Cloud.AIPlatform.V1Beta1\u003c/code\u003e namespace, found within the \u003ccode\u003eGoogle.Cloud.AIPlatform.V1Beta1.dll\u003c/code\u003e assembly.\u003c/p\u003e\n"],["\u003cp\u003eThis base class includes two primary methods: \u003ccode\u003eEvaluateDataset\u003c/code\u003e, which evaluates a dataset based on metrics, and \u003ccode\u003eEvaluateInstances\u003c/code\u003e, which evaluates instances based on a given metric, both methods returning a \u003ccode\u003eTask\u003c/code\u003e.\u003c/p\u003e\n"],["\u003cp\u003eThe most recent version of the \u003ccode\u003eEvaluationService.EvaluationServiceBase\u003c/code\u003e class is 1.0.0-beta21, and version 1.0.0-beta20 is also available for review.\u003c/p\u003e\n"]]],[],null,["# Vertex AI v1beta1 API - Class EvaluationService.EvaluationServiceBase (1.0.0-beta47)\n\nVersion latestkeyboard_arrow_down\n\n- [1.0.0-beta47 (latest)](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.EvaluationService.EvaluationServiceBase)\n- [1.0.0-beta46](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/1.0.0-beta46/Google.Cloud.AIPlatform.V1Beta1.EvaluationService.EvaluationServiceBase) \n\n [BindServiceMethod(typeof(EvaluationService), \"BindService\")]\n public abstract class EvaluationService.EvaluationServiceBase\n\nReference documentation and code samples for the Vertex AI v1beta1 API class EvaluationService.EvaluationServiceBase.\n\nBase class for server-side implementations of EvaluationService \n\nInheritance\n-----------\n\n[object](https://learn.microsoft.com/dotnet/api/system.object) \\\u003e EvaluationService.EvaluationServiceBase \n\nInherited Members\n-----------------\n\n[object.GetHashCode()](https://learn.microsoft.com/dotnet/api/system.object.gethashcode) \n[object.GetType()](https://learn.microsoft.com/dotnet/api/system.object.gettype) \n[object.MemberwiseClone()](https://learn.microsoft.com/dotnet/api/system.object.memberwiseclone) \n[object.ToString()](https://learn.microsoft.com/dotnet/api/system.object.tostring)\n\nNamespace\n---------\n\n[Google.Cloud.AIPlatform.V1Beta1](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1)\n\nAssembly\n--------\n\nGoogle.Cloud.AIPlatform.V1Beta1.dll\n\nMethods\n-------\n\n### EvaluateDataset(EvaluateDatasetRequest, ServerCallContext)\n\n public virtual Task\u003cOperation\u003e EvaluateDataset(EvaluateDatasetRequest request, ServerCallContext context)\n\nEvaluates a dataset based on a set of given metrics.\n\n### EvaluateInstances(EvaluateInstancesRequest, ServerCallContext)\n\n public virtual Task\u003cEvaluateInstancesResponse\u003e EvaluateInstances(EvaluateInstancesRequest request, ServerCallContext context)\n\nEvaluates instances based on a given metric."]]
