Metric: video-to-text Mean Rank (higher is better)
| # | Model↕ | video-to-text Mean Rank▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HunYuan_tvr | 48.9 | Yes | Tencent Text-Video Retrieval: Hierarchical Cross... | 2022-04-07 | - |
| 2 | X-Pool | 47.4 | Yes | X-Pool: Cross-Modal Language-Video Attention for... | 2022-03-28 | Code |
| 3 | CenterCLIP (ViT-B/16) | 41.3 | Yes | CenterCLIP: Token Clustering for Efficient Text-... | 2022-05-02 | Code |
| 4 | DiffusionRet | 40.2 | No | DiffusionRet: Generative Text-Video Retrieval wi... | 2023-03-17 | Code |
| 5 | EMCL-Net | 12 | No | Expectation-Maximization Contrastive Learning fo... | 2022-11-21 | Code |
| 6 | EMCL-Net++ | 8 | No | Expectation-Maximization Contrastive Learning fo... | 2022-11-21 | Code |
| 7 | HunYuan_tvr (huge) | 4.3 | Yes | Tencent Text-Video Retrieval: Hierarchical Cross... | 2022-04-07 | - |