Mobile Power Management on PowerLens-Bench
81.7Action AccuracyPowerLens
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PowerLensBackbone=Gemini-2.5-Flash2026.03 | 81.7 | 38.8 | 0.6 | 4.3 | |
| Rule-BasedDescription=Static per-category rules without LLM reasoning2026.03 | 63.5 | 19.9 | 1.2 | 3.4 | |
| Single-Agent LLMBackbone=Gemini-2.5-Flash, Configuration=Monolithic prompt without multi-agent decomposition2026.03 | 52.1 | 48.4 | 12.5 | 2.5 | |
| Battery SaverDescription=Android's built-in low-power mode2026.03 | 48.3 | 4.6 | 0.8 | 3.6 |