Analogy Retrieval on Analogy retrieval benchmark
0.581Relational AccuracyFlow (Contrastive)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Flow (Contrastive)Representation=Learned Flow2026.06 | 0.581 | 0.512 | 0.647 | 0.641 | 0.532 | 0.564 | |
| Flow (Bidirectional)Representation=Learned Flow2026.06 | 0.524 | 0.47 | 0.492 | 0.522 | 0.489 | 0.551 | |
| Flow (Forward)Representation=Learned Flow2026.06 | 0.523 | 0.482 | 0.474 | 0.517 | 0.499 | 0.532 |