Video Retrieval On Ssv2 Template Retrieval
Metrics
text-to-video R@1
text-to-video R@10
text-to-video R@5
Results
Performance results of various models on this benchmark
Model Name | text-to-video R@1 | text-to-video R@10 | text-to-video R@5 | Paper Title | Repository |
|---|---|---|---|---|---|
| vid-TLDR (UMT-L) | 90.2 | 100.0 | 100.0 | vid-TLDR: Training Free Token merging for Light-weight Video Transformer | |
| Singularity-temporal | 77.6 | 98.9 | 96 | Revealing Single Frame Bias for Video-and-Language Learning | |
| VindLU | 83.3 | 100 | 100 | VindLU: A Recipe for Effective Video-and-Language Pretraining | |
| UMT-L (ViT-L/16) | 90.8 | 100.0 | 100.0 | Unmasked Teacher: Towards Training-Efficient Video Foundation Models | |
| HiTeA | 85.6 | 100 | 100 | HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training | - |
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