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Models/Song et al.

Song et al.

Reported on 12 benchmarks across 3 tasks · 1 paper · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Miscellaneous8 results

Image Retrieval with Multi-Modal QueryonChEBI-20
Hits@1· 2024-10-31
56.5
best: 67.4 (CLASS (ORMA))
SOTA
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715
Image Retrieval with Multi-Modal QueryonChEBI-20
Hits@10· 2024-10-31
94.1
SOTA
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715
Image Retrieval with Multi-Modal QueryonChEBI-20
Test MRR· 2024-10-31
70.2
best: 77.4 (CLASS (ORMA))
SOTA
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715
Cross-Modal Information RetrievalonChEBI-20
Hits@1· 2024-10-31
56.5
best: 67.4 (CLASS (ORMA))
SOTA
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715
Cross-Modal Information RetrievalonChEBI-20
Hits@10· 2024-10-31
94.1
SOTA
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715
Cross-Modal Information RetrievalonChEBI-20
Test MRR· 2024-10-31
70.2
best: 77.4 (CLASS (ORMA))
SOTA
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715
Image Retrieval with Multi-Modal QueryonChEBI-20
Mean Rank· 2024-10-31
12.66
best: 76.43 (DSOKR)
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715
Cross-Modal Information RetrievalonChEBI-20
Mean Rank· 2024-10-31
12.66
best: 76.43 (DSOKR)
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715

Natural Language Processing4 results

Cross-Modal RetrievalonChEBI-20
Hits@1· 2024-10-31
56.5
best: 67.4 (CLASS (ORMA))
SOTA
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715
Cross-Modal RetrievalonChEBI-20
Hits@10· 2024-10-31
94.1
SOTA
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715
Cross-Modal RetrievalonChEBI-20
Test MRR· 2024-10-31
70.2
best: 77.4 (CLASS (ORMA))
SOTA
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715
Cross-Modal RetrievalonChEBI-20
Mean Rank· 2024-10-31
12.66
best: 76.43 (DSOKR)
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment arXiv:2410.23715