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Models/COSMOS ViT-B/32

COSMOS ViT-B/32

Reported on 12 benchmarks across 1 task · 1 paper

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

Miscellaneous12 results

Image Retrieval with Multi-Modal QueryonFlickr30k
Image-to-text R@1· 2024-12-02
89.9
best: 98.8 (X2-VLM (large))
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonFlickr30k
Image-to-text R@10· 2024-12-02
99.3
best: 100 (X2-VLM (large))
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonFlickr30k
Image-to-text R@5· 2024-12-02
98.8
best: 100 (X2-VLM (large))
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonFlickr30k
Text-to-image R@1· 2024-12-02
76.1
best: 93.3 (ERNIE-ViL 2.0)
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonFlickr30k
Text-to-image R@10· 2024-12-02
96.2
best: 99.8 (ERNIE-ViL 2.0)
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonFlickr30k
Text-to-image R@5· 2024-12-02
92.8
best: 99.5 (M2-Encoder)
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonCOCO 2014
Image-to-text R@1· 2024-12-02
64.3
best: 84.8 (BEiT-3)
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonCOCO 2014
Image-to-text R@10· 2024-12-02
92
best: 98.5 (X2-VLM (large))
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonCOCO 2014
Image-to-text R@5· 2024-12-02
86.5
best: 96.5 (X2-VLM (large))
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonCOCO 2014
Text-to-image R@1· 2024-12-02
48.4
best: 68 (VAST)
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonCOCO 2014
Text-to-image R@10· 2024-12-02
82.6
best: 92.8 (VAST)
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814
Image Retrieval with Multi-Modal QueryonCOCO 2014
Text-to-image R@5· 2024-12-02
74.2
best: 92.8 (BEiT-3)
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training arXiv:2412.01814