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Models/CLASS (ORMA)

CLASS (ORMA)

Reported on 12 benchmarks across 3 tasks · 1 paper · 6 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· 2025-02-17
67.4
SOTA
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633
Image Retrieval with Multi-Modal QueryonChEBI-20
Test MRR· 2025-02-17
77.4
SOTA
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633
Cross-Modal Information RetrievalonChEBI-20
Hits@1· 2025-02-17
67.4
SOTA
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633
Cross-Modal Information RetrievalonChEBI-20
Test MRR· 2025-02-17
77.4
SOTA
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633
Image Retrieval with Multi-Modal QueryonChEBI-20
Hits@10· 2025-02-17
93.4
best: 94.1 (Song et al.)
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633
Image Retrieval with Multi-Modal QueryonChEBI-20
Mean Rank· 2025-02-17
17.82
best: 76.43 (DSOKR)
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633
Cross-Modal Information RetrievalonChEBI-20
Hits@10· 2025-02-17
93.4
best: 94.1 (Song et al.)
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633
Cross-Modal Information RetrievalonChEBI-20
Mean Rank· 2025-02-17
17.82
best: 76.43 (DSOKR)
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633

Natural Language Processing4 results

Cross-Modal RetrievalonChEBI-20
Hits@1· 2025-02-17
67.4
SOTA
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633
Cross-Modal RetrievalonChEBI-20
Test MRR· 2025-02-17
77.4
SOTA
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633
Cross-Modal RetrievalonChEBI-20
Hits@10· 2025-02-17
93.4
best: 94.1 (Song et al.)
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633
Cross-Modal RetrievalonChEBI-20
Mean Rank· 2025-02-17
17.82
best: 76.43 (DSOKR)
CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency arXiv:2502.11633