Inverse Design on Materials Discovery Out-of-Domain
51.3Overall ScoreARIA-FULL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ARIA-FULL2026.06 | 51.3 | 39.8 | 42.4 | 80.5 | 92.5 | |
| ARIA-FULL2026.06 | 51.3 | — | — | — | — | |
| ARIA-SEARCH2026.06 | 46.7 | 22.1 | 46.9 | 77.4 | 77.7 | |
| ARIA-CORE2026.06 | 45.9 | 27.8 | 50.5 | 79.2 | 81.3 | |
| Self-RAG2026.06 | 39 | — | — | — | — | |
| Baseline LLM2026.06 | 31.3 | 30.3 | 44.8 | 70.7 | 58.7 | |
| NAIVE-KG2026.06 | 31.2 | 27.7 | 47.8 | 74.5 | 35 |