KGCE (Without 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; without the software knowledge base). Source: arxiv.org. Saturation forecast: Around December 2026. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o | 65.39 |
| 2 | Gemini 2.0 Flash | 61.8 |
Interactive version: theaggregate.ai/benchmark?slug=kgce-without-knowledge-base · How It Works · Data refreshed daily, snapshot 2026-09-26.