Reaction-to-Enzyme Retrieval on ReactZyme (Enzyme Similarity-based Split)
79.2Hit@1TIGER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TIGERText source=ESM2Text2026.05 | 79.2 | 59.2 | |
| TIGERText source=ProtT32026.05 | 78.4 | 57.9 | |
| Bi-RNNEncoder=MAT-2D + ESM2026.05 | 58.9 | 45.6 | |
| Bi-RNNEncoder=UniMol-3D + ESM2026.05 | 50.9 | 38.7 | |
| ReactZymeEncoder=UniMol-3D + ESM2026.05 | 40.9 | 29.3 | |
| GNNEncoder=UniMol-3D + ESM2026.05 | 39.3 | 28.4 | |
| GNNEncoder=UniMol-3D + SaProt2026.05 | 36.6 | 26.3 | |
| ReactZymeEncoder=MAT-2D + ESM2026.05 | 36.2 | 25.9 | |
| CLIPZymeEncoder=UniMol-3D + ESM2026.05 | 35.7 | 28.3 | |
| ReactZymeEncoder=UniMol-3D + SaProt2026.05 | 34.8 | 25.6 | |
| CLIPZymeEncoder=MAT-2D + ESM2026.05 | 33.4 | 20.4 | |
| Fingerprint2026.05 | 25.5 | 20.4 |