Inverse Design on Materials Discovery In-Domain
52Overall ScoreARIA-SEARCH
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ARIA-SEARCH2026.06 | 52 | 24.6 | 47.1 | 78.5 | 82.5 | |
| ARIA-FULL2026.06 | 49.8 | 25 | 39.5 | 80.3 | 92.5 | |
| ARIA-FULL2026.06 | 49.8 | — | — | — | — | |
| ARIA-CORE2026.06 | 45.4 | 20.5 | 51.3 | 80 | 80.3 | |
| Self-RAG2026.06 | 39 | — | — | — | — | |
| Baseline LLM2026.06 | 34.5 | 26.5 | 50.7 | 74.6 | 83.1 | |
| NAIVE-KG2026.06 | 30.1 | 18.6 | 46.5 | 72.4 | 35 | |
| KG-ONLY2026.06 | 23.8 | 8 | 20.1 | 60 | 35 |