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Models/DMAE (ViT-B/16)

DMAE (ViT-B/16)

Reported on 20 benchmarks across 2 tasks · 1 paper

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

Computer Vision20 results

VideoonMSR-VTT-1kA
text-to-video Mean Rank· 2023-09-20
10
best: 28.2 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSR-VTT-1kA
text-to-video Median Rank· 2023-09-20
1
best: 13 (JSFusion)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSR-VTT-1kA
text-to-video R@1· 2023-09-20
55.5
best: 62.9 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSR-VTT-1kA
text-to-video R@10· 2023-09-20
87.1
best: 90.8 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSR-VTT-1kA
text-to-video R@5· 2023-09-20
79.4
best: 84.5 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSR-VTT-1kA
video-to-text Mean Rank· 2023-09-20
7.3
best: 10.2 (CenterCLIP (ViT-B/16))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSR-VTT-1kA
video-to-text Median Rank· 2023-09-20
1
best: 5 (CLIP)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSR-VTT-1kA
video-to-text R@1· 2023-09-20
55.7
best: 64.8 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSR-VTT-1kA
video-to-text R@10· 2023-09-20
87.2
best: 91.1 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSR-VTT-1kA
video-to-text R@5· 2023-09-20
79.2
best: 783 (PIDRo)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSR-VTT-1kA
text-to-video Mean Rank· 2023-09-20
10
best: 28.2 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSR-VTT-1kA
text-to-video Median Rank· 2023-09-20
1
best: 13 (JSFusion)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSR-VTT-1kA
text-to-video R@1· 2023-09-20
55.5
best: 62.9 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSR-VTT-1kA
text-to-video R@10· 2023-09-20
87.1
best: 90.8 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSR-VTT-1kA
text-to-video R@5· 2023-09-20
79.4
best: 84.5 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSR-VTT-1kA
video-to-text Mean Rank· 2023-09-20
7.3
best: 10.2 (CenterCLIP (ViT-B/16))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSR-VTT-1kA
video-to-text Median Rank· 2023-09-20
1
best: 5 (CLIP)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSR-VTT-1kA
video-to-text R@1· 2023-09-20
55.7
best: 64.8 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSR-VTT-1kA
video-to-text R@10· 2023-09-20
87.2
best: 91.1 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSR-VTT-1kA
video-to-text R@5· 2023-09-20
79.2
best: 783 (PIDRo)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082