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Models/LF-VILA

LF-VILA

Reported on 12 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Computer Vision12 results

VideoonCondensed Movies
text-to-video R@1· uses extra data· 2022-10-12
13.6
best: 24.9 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
VideoonCondensed Movies
text-to-video R@10· uses extra data· 2022-10-12
41.8
best: 55.1 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
VideoonCondensed Movies
text-to-video R@5· uses extra data· 2022-10-12
32.5
best: 46.5 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
VideoonQuerYD
text-to-video R@1· uses extra data· 2022-10-12
69.7
best: 83.4 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
VideoonQuerYD
text-to-video R@10· uses extra data· 2022-10-12
90.3
best: 95.3 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
VideoonQuerYD
text-to-video R@5· uses extra data· 2022-10-12
85.7
best: 93.8 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
Video RetrievalonCondensed Movies
text-to-video R@1· uses extra data· 2022-10-12
13.6
best: 24.9 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
Video RetrievalonCondensed Movies
text-to-video R@10· uses extra data· 2022-10-12
41.8
best: 55.1 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
Video RetrievalonCondensed Movies
text-to-video R@5· uses extra data· 2022-10-12
32.5
best: 46.5 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
Video RetrievalonQuerYD
text-to-video R@1· uses extra data· 2022-10-12
69.7
best: 83.4 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
Video RetrievalonQuerYD
text-to-video R@10· uses extra data· 2022-10-12
90.3
best: 95.3 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031
Video RetrievalonQuerYD
text-to-video R@5· uses extra data· 2022-10-12
85.7
best: 93.8 (TESTA (ViT-B/16))
SOTA
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning arXiv:2210.06031