Evaluation of metrics' alignment with human judgment on MedVal-Bench
0.933Spearman CorrelationAgentsEval
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AgentsEval2026.01 | 0.933 | 0.846 | |
| Agent(det)2026.01 | 0.932 | 1.345 | |
| Agent(sim)2026.01 | 0.931 | 0.934 | |
| B-Score2026.01 | 0.782 | 1.18 | |
| ROUGE-12026.01 | 0.605 | 4.43 | |
| METEOR2026.01 | 0.411 | 5.099 | |
| BLEU2026.01 | 0.339 | 7.636 | |
| CHRF2026.01 | 0.127 | 4.264 |