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Models/DMAE (ViT-B/32)

DMAE (ViT-B/32)

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

VideoonActivityNet
text-to-video Mean Rank· 2023-09-20
5.3
best: 23.1 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonActivityNet
text-to-video Median Rank· 2023-09-20
1
best: 6 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonActivityNet
text-to-video R@1· 2023-09-20
53.4
best: 74.1 (InternVideo2-6B)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonActivityNet
text-to-video R@10· 2023-09-20
89.2
best: 96.1 (GRAM)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonActivityNet
text-to-video R@5· 2023-09-20
80.7
best: 90.9 (VAST)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSVD
text-to-video Mean Rank· 2023-09-20
9.8
best: 23.1 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSVD
text-to-video Median Rank· 2023-09-20
2
best: 6 (SSML)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSVD
text-to-video R@1· 2023-09-20
48.7
best: 61.4 (InternVideo2-6B)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSVD
text-to-video R@10· 2023-09-20
86.3
best: 90.3 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonMSVD
text-to-video R@5· 2023-09-20
78.4
best: 87.6 (CAMoE)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonActivityNet
text-to-video Mean Rank· 2023-09-20
5.3
best: 23.1 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonActivityNet
text-to-video Median Rank· 2023-09-20
1
best: 6 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonActivityNet
text-to-video R@1· 2023-09-20
53.4
best: 74.1 (InternVideo2-6B)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonActivityNet
text-to-video R@10· 2023-09-20
89.2
best: 96.1 (GRAM)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonActivityNet
text-to-video R@5· 2023-09-20
80.7
best: 90.9 (VAST)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSVD
text-to-video Mean Rank· 2023-09-20
9.8
best: 23.1 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSVD
text-to-video Median Rank· 2023-09-20
2
best: 6 (SSML)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSVD
text-to-video R@1· 2023-09-20
48.7
best: 61.4 (InternVideo2-6B)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSVD
text-to-video R@10· 2023-09-20
86.3
best: 90.3 (HunYuan_tvr (huge))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonMSVD
text-to-video R@5· 2023-09-20
78.4
best: 87.6 (CAMoE)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082