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Models/RoME

RoME

Reported on 16 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 Vision16 results

VideoonYouCook2
text-to-video Median Rank· 2022-06-26
53
best: 77 (Satar et al.)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
VideoonYouCook2
text-to-video R@1· 2022-06-26
6.3
best: 50.4 (VAST)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
VideoonYouCook2
text-to-video R@10· 2022-06-26
25.2
best: 80.8 (VAST)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
VideoonYouCook2
text-to-video R@5· 2022-06-26
16.9
best: 74.3 (VAST)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
VideoonMSR-VTT
text-to-video Median Rank· 2022-06-26
17
best: 55 (C+LSTM+SA+FC7)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
VideoonMSR-VTT
text-to-video R@1· 2022-06-26
10.7
best: 64 (GRAM)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
VideoonMSR-VTT
text-to-video R@10· 2022-06-26
41.2
best: 89.6 (VAST)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
VideoonMSR-VTT
text-to-video R@5· 2022-06-26
29.6
best: 84.3 (VAST)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
Video RetrievalonYouCook2
text-to-video Median Rank· 2022-06-26
53
best: 77 (Satar et al.)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
Video RetrievalonYouCook2
text-to-video R@1· 2022-06-26
6.3
best: 50.4 (VAST)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
Video RetrievalonYouCook2
text-to-video R@10· 2022-06-26
25.2
best: 80.8 (VAST)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
Video RetrievalonYouCook2
text-to-video R@5· 2022-06-26
16.9
best: 74.3 (VAST)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
Video RetrievalonMSR-VTT
text-to-video Median Rank· 2022-06-26
17
best: 55 (C+LSTM+SA+FC7)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
Video RetrievalonMSR-VTT
text-to-video R@1· 2022-06-26
10.7
best: 64 (GRAM)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
Video RetrievalonMSR-VTT
text-to-video R@10· 2022-06-26
41.2
best: 89.6 (VAST)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845
Video RetrievalonMSR-VTT
text-to-video R@5· 2022-06-26
29.6
best: 84.3 (VAST)
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval arXiv:2206.12845