sentence2simvecjs/dist/shared/benchmark.d.ts

Vector-based sentence similarity (0.0-1.0) + embedding export. JavaScript implementation inspired by PINTO0309/sentence2simvec

export interface BenchmarkResult {
    method: 'dice' | 'embedding';
    score: number;
    executionTime: number;
    memoryUsage?: number;
    details?: any;
}
export interface ComparisonResult {
    text1: string;
    text2: string;
    diceResult: BenchmarkResult;
    embeddingResult: BenchmarkResult;
    totalTime: number;
}
export declare function runBenchmark(text1: string, text2: string, options?: {
    ngramSize?: number;
    preloadModel?: boolean;
}): Promise<ComparisonResult>;
export declare function runMultipleBenchmarks(textPairs: Array<{
    text1: string;
    text2: string;
}>, options?: {
    ngramSize?: number;
    preloadModel?: boolean;
}): Promise<{
    results: ComparisonResult[];
    summary: {
        averageDiceTime: number;
        averageEmbeddingTime: number;
        diceAccuracy?: number;
        embeddingAccuracy?: number;
    };
}>;
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