KGCE (With Knowledge Base): leaderboard
Metric: Completion ratio (%; share of task sub-goals completed; 104 educational GUI tasks on Windows, Android and cross-platform workflows with school-specific software, decomposed into DAG sub-goals; the multimodal model drives the agent; with the structured JSON knowledge base of the school software injected into the prompt). Source: arxiv.org. Saturation forecast: Estimated already saturated. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o | 77.21 |
| 2 | Gemini 2.0 Flash | 72.03 |
Interactive version: theaggregate.ai/benchmark?slug=kgce-with-knowledge-base · How It Works · Data refreshed daily, snapshot 2026-09-26.