Forward Prediction on Materials Discovery Out-of-Domain
51.3Overall ScoreARIA-FULL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ARIA-FULL2026.06 | 51.3 | 20.5 | 27.8 | 91.8 | 92.5 | |
| ARIA-FULL2026.06 | 51.3 | — | — | — | — | |
| ARIA-SEARCH2026.06 | 49.3 | 22.8 | 34.7 | 79.9 | 80.5 | |
| Self-RAG2026.06 | 45 | — | — | — | — | |
| ARIA-CORE2026.06 | 44.7 | 21.2 | 34.8 | 74.8 | 79.9 | |
| Baseline LLM2026.06 | 32.6 | 23.7 | 34.4 | 64.9 | 88.3 | |
| NAIVE-KG2026.06 | 32.2 | 22.6 | 34.1 | 73.5 | 35 |