Ready for Benchmarking

Metrics Benchmarking

Select two or more simulations from the sidebar to calculate aggregated metrics across semantic networks.

MethodologyBenchmark Methodology

Common criteria for selecting completed audits, aggregating model metrics, and comparing semantic network behavior.

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1

Selection Scope

Only completed simulations with available analyses can be selected for cross-simulation benchmarking.

2

Aggregation

Metrics are grouped by AI model across the selected simulations and summarized with mean and standard deviation.

3

Topology Comparison

Semantic network metrics, CASA adherence, null-model baselines, and assortativity indicators are compared across selected audits.

4

Export

The exported CSV preserves model-level means and standard deviations for every benchmark metric shown in the matrix.

Interpretation: Use this view to compare model behavior across simulations, not to inspect a single audit in depth.