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Models/DMAE (ViT-B/32)

DMAE (ViT-B/32)

Reported on 10 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 Vision10 results

VideoonDiDeMo
text-to-video Mean Rank· 2023-09-20
10.5
best: 43.7 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonDiDeMo
text-to-video Median Rank· 2023-09-20
1
best: 8.3 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonDiDeMo
text-to-video R@1· 2023-09-20
52.7
best: 74.2 (InternVideo2-6B)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonDiDeMo
text-to-video R@10· 2023-09-20
86.6
best: 94.2 (vid-TLDR (UMT-L))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
VideoonDiDeMo
text-to-video R@5· 2023-09-20
79.3
best: 91.2 (vid-TLDR (UMT-L))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonDiDeMo
text-to-video Mean Rank· 2023-09-20
10.5
best: 43.7 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonDiDeMo
text-to-video Median Rank· 2023-09-20
1
best: 8.3 (Collaborative Experts)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonDiDeMo
text-to-video R@1· 2023-09-20
52.7
best: 74.2 (InternVideo2-6B)
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonDiDeMo
text-to-video R@10· 2023-09-20
86.6
best: 94.2 (vid-TLDR (UMT-L))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082
Video RetrievalonDiDeMo
text-to-video R@5· 2023-09-20
79.3
best: 91.2 (vid-TLDR (UMT-L))
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning arXiv:2309.11082