Mechanical property extraction on HEA CCA 100 mapped row pairs 1.0 (val)
0.2949MAE (σY) (MPa)Material Database Agent
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Material Database AgentBackbone=Claude Opus 4.62026.05 | 0.2949 | 1.8136 | 0.2253 | 4.1333 | |
| Material Database AgentBackbone=GPT-5.22026.05 | 40.452 | 57.55 | 1.039 | 19.5 | |
| Material Database AgentBackbone=GLM 5V Turbo2026.05 | 119.0914 | 1.875 | 0.5542 | 2.9091 | |
| Material Database AgentBackbone=Qwen-3.5-397B, Access=Open Source2026.05 | 122.2735 | 3.48 | 46.0483 | 8.9231 | |
| Material Database AgentBackbone=GPT-5.42026.05 | 137.525 | 71.938 | 0.646 | 56.433 |