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ResearchFormerly WizWand

PCdes

Benchmarks

TaskDatasetSOTA resultTrendResults

Molecule-Text Retrieval

PCdes

62.1R@1

12

Text-Molecule Retrieval

PCdes

64.8R@1

12

Molecule-to-Text Retrieval

PCDes (test)

90.3Accuracy (Paragraph, 64-way)

8

Text-to-Molecule Retrieval

PCDes

82.3Recall@20

7

Molecule-to-Text Retrieval

PCDes

85.6Recall@20

7

Text-to-molecule generation

PCDes (test)

100Validity

4

Text-to-Molecule Retrieval

PCdes paragraph-level (test)

87.73Accuracy

4

Text-to-Molecule Retrieval

PCdes sentence-level (test)

63.38Accuracy

4

Molecule-to-Text Retrieval

PCdes sentence-level (test)

64.09Accuracy

4

Text-to-Molecule Retrieval

PCDes (test)

—Recall@20

0