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HomeSafe-Bench

VLM indoor safety hazard detection benchmark inspired by HomeSafeBench (arXiv 2509.23690)

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# HomeSafe-Bench — Indoor Safety Hazard Detection

VLM benchmark evaluating indoor home safety hazard detection from static camera frames. Inspired by [HomeSafeBench (arXiv 2509.23690)](https://arxiv.org/abs/2509.23690), adapted for **fixed indoor security cameras** with AI-generated fixture images.

**40 tests** across **5 hazard categories**:

| Category | Tests | Example Hazards |
|----------|-------|-----------------|
| 🔥 Fire / Smoke | 8 | Stove smoke, candle near curtain, iron left face-down |
| ⚡ Electrical | 8 | Overloaded power strip, exposed wire, frayed cord |
| 🚶 Trip / Fall | 8 | Toys on staircase, wet floor, loose rug edge |
| 👶 Child Safety | 8 | Open cabinet with chemicals, uncovered outlet, blind cord |
| 📦 Falling Objects | 8 | Heavy items on high shelf, leaning bookshelf, loose ceiling fan |