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Models/L2RM-SCARF

L2RM-SCARF

Reported on 21 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Miscellaneous14 results

Image Retrieval with Multi-Modal QueryonCOCO-Noisy
Image-to-text R@1· 2024-03-08
80.2
best: 80.9 (ReCon)
SOTA
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal Information RetrievalonCOCO-Noisy
Image-to-text R@1· 2024-03-08
80.2
best: 80.9 (ReCon)
SOTA
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Image Retrieval with Multi-Modal QueryonCOCO-Noisy
Image-to-text R@10· 2024-03-08
98.5
best: 99 (UGNCL)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Image Retrieval with Multi-Modal QueryonCOCO-Noisy
Image-to-text R@5· 2024-03-08
96.3
best: 97.2 (UGNCL)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Image Retrieval with Multi-Modal QueryonCOCO-Noisy
R-Sum· 2024-03-08
524.7
best: 528.6 (ReCon)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Image Retrieval with Multi-Modal QueryonCOCO-Noisy
Text-to-image R@1· 2024-03-08
64.2
best: 65.2 (ReCon)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Image Retrieval with Multi-Modal QueryonCOCO-Noisy
Text-to-image R@10· 2024-03-08
95.4
best: 96.7 (CTPR-SGR)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Image Retrieval with Multi-Modal QueryonCOCO-Noisy
Text-to-image R@5· 2024-03-08
90.1
best: 91.2 (CTPR-SGR)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal Information RetrievalonCOCO-Noisy
Image-to-text R@10· 2024-03-08
98.5
best: 99 (UGNCL)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal Information RetrievalonCOCO-Noisy
Image-to-text R@5· 2024-03-08
96.3
best: 97.2 (UGNCL)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal Information RetrievalonCOCO-Noisy
R-Sum· 2024-03-08
524.7
best: 528.6 (ReCon)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal Information RetrievalonCOCO-Noisy
Text-to-image R@1· 2024-03-08
64.2
best: 65.2 (ReCon)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal Information RetrievalonCOCO-Noisy
Text-to-image R@10· 2024-03-08
95.4
best: 96.7 (CTPR-SGR)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal Information RetrievalonCOCO-Noisy
Text-to-image R@5· 2024-03-08
90.1
best: 91.2 (CTPR-SGR)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105

Natural Language Processing7 results

Cross-Modal RetrievalonCOCO-Noisy
Image-to-text R@1· 2024-03-08
80.2
best: 80.9 (ReCon)
SOTA
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal RetrievalonCOCO-Noisy
Image-to-text R@10· 2024-03-08
98.5
best: 99 (UGNCL)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal RetrievalonCOCO-Noisy
Image-to-text R@5· 2024-03-08
96.3
best: 97.2 (UGNCL)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal RetrievalonCOCO-Noisy
R-Sum· 2024-03-08
524.7
best: 528.6 (ReCon)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal RetrievalonCOCO-Noisy
Text-to-image R@1· 2024-03-08
64.2
best: 65.2 (ReCon)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal RetrievalonCOCO-Noisy
Text-to-image R@10· 2024-03-08
95.4
best: 96.7 (CTPR-SGR)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105
Cross-Modal RetrievalonCOCO-Noisy
Text-to-image R@5· 2024-03-08
90.1
best: 91.2 (CTPR-SGR)
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval arXiv:2403.05105