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Models/ORMA

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· 2024-11-04
66.5
best: 67.4 (CLASS (ORMA))
SOTA
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875
Image Retrieval with Multi-Modal QueryonChEBI-20
Test MRR· 2024-11-04
77.2
best: 77.4 (CLASS (ORMA))
SOTA
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875
Cross-Modal Information RetrievalonChEBI-20
Hits@1· 2024-11-04
66.5
best: 67.4 (CLASS (ORMA))
SOTA
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875
Cross-Modal Information RetrievalonChEBI-20
Test MRR· 2024-11-04
77.2
best: 77.4 (CLASS (ORMA))
SOTA
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875
Image Retrieval with Multi-Modal QueryonChEBI-20
Hits@10· 2024-11-04
93.9
best: 94.1 (Song et al.)
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875
Image Retrieval with Multi-Modal QueryonChEBI-20
Mean Rank· 2024-11-04
18.53
best: 76.43 (DSOKR)
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875
Cross-Modal Information RetrievalonChEBI-20
Hits@10· 2024-11-04
93.9
best: 94.1 (Song et al.)
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875
Cross-Modal Information RetrievalonChEBI-20
Mean Rank· 2024-11-04
18.53
best: 76.43 (DSOKR)
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875

Natural Language Processing4 results

Cross-Modal RetrievalonChEBI-20
Hits@1· 2024-11-04
66.5
best: 67.4 (CLASS (ORMA))
SOTA
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875
Cross-Modal RetrievalonChEBI-20
Test MRR· 2024-11-04
77.2
best: 77.4 (CLASS (ORMA))
SOTA
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875
Cross-Modal RetrievalonChEBI-20
Hits@10· 2024-11-04
93.9
best: 94.1 (Song et al.)
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875
Cross-Modal RetrievalonChEBI-20
Mean Rank· 2024-11-04
18.53
best: 76.43 (DSOKR)
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval arXiv:2411.11875