AI Code Builder — Acuan Data & Benchmark Referensi
Acuan Data & Benchmark Referensi
Back to: [AI Code Builder — Project README](Research: AI Code Builder)
Sumber Dataset & Referensi
| Sumber / Dataset | Kegunaan |
|---|---|
| Design2Code (Salesforce Research) | Benchmark akademik screenshot-to-code, acuan visual similarity |
| WebSight Dataset (HuggingFaceM4) | Dataset pasangan screenshot ↔ HTML/CSS |
| Pix2Code Dataset | Dataset awal riset image-to-code, baseline sederhana |
| RICO / UIBert Dataset | Dataset UI mobile berlabel, bagus untuk deteksi elemen |
| Figma Community Auth Templates | Referensi variasi desain UI Auth |
| Kompetitor sebagai Benchmark | v0.dev, Locofy, Uizard, OSS "screenshot-to-code" (@abi) |
Langkah Riset Lanjutan
- Uji coba awal pakai sample kecil dari dataset di atas (jangan langsung all-in).
- Bandingkan output internal vs 1-2 kompetitor pakai metrik yang sama di [Metrics](Success Metrics).
- Kalibrasi ulang [Thresholds](Minimum Score / Threshold) berdasarkan data real hasil baseline testing, per sub-project, di tiap [Cycle Retrospective](Research Methodology).