Video Retrieval On Msvd
Metrics
text-to-video R@1
video-to-text R@1
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | text-to-video R@1 | video-to-text R@1 |
|---|---|---|
| internvideo2-scaling-video-foundation-models | 61.4 | 85.2 |
| internvideo-general-video-foundation-models | 58.4 | 76.3 |
| vlab-enhancing-video-language-pre-training-by | 57.5 | - |
| improving-video-text-retrieval-by-multi | 51.8 | 69.3 |
| diffusionret-generative-text-video-retrieval | 47.9 | 60.3 |
| x-clip-end-to-end-multi-grained-contrastive | 50.4 | 66.8 |
| mdmmt-2-multidomain-multimodal-transformer | 56.8 | - |
| prototype-based-aleatoric-uncertainty-1 | 47.3 | 68.9 |
| clip4clip-an-empirical-study-of-clip-for-end | 46.2 | 62.0 |
| diffusionret-generative-text-video-retrieval | 46.6 | 61.9 |
| a-straightforward-framework-for-video | 37 | 59.9 |
| cap4video-what-can-auxiliary-captions-do-for | 51.8 | 70.0 |
| hunyuan-tvr-for-text-video-retrivial | 59.0 | 73.0 |
| use-what-you-have-video-retrieval-using | 19.8 | - |
| vid-tldr-training-free-token-merging-for | 57.9 | 82.7 |
| lightweight-attentional-feature-fusion-for | 45.4 | - |
| cross-modal-retrieval-with-querybank | 48.0 | - |
| x-pool-cross-modal-language-video-attention | 47.2 | 66.4 |
| centerclip-token-clustering-for-efficient | 50.6 | 68.4 |
| dual-modal-attention-enhanced-text-video | 48.7 | - |
| hunyuan-tvr-for-text-video-retrivial | 58.2 | 69.1 |
| side4video-spatial-temporal-side-network-for | 56.1 | - |
| frozen-in-time-a-joint-video-and-image | 33.7 | - |
| noise-estimation-using-density-estimation-for | 20.3 | - |