LSMDC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Video retrieval | LSMDC (test) | R@52,690 | 245 | |
| Text-to-Video Retrieval | LSMDC | R@146.4 | 181 | |
| Video-to-Text Retrieval | LSMDC | R@146.7 | 92 | |
| Movie Fill-in-the-Blank | LSMDC 2016 (test) | Accuracy68.7 | 34 | |
| Text-to-Video Retrieval | LSMDC 1K videos (test) | R@11,790 | 16 | |
| Movie Retrieval | LSMDC 17 (public test) | Recall@19.1 | 16 | |
| Text-to-Video Retrieval | LSMDC zero-shot | Recall@125.2 | 15 | |
| Video-to-Text Retrieval | LSMDC | Gaussian Blur R@114.31 | 14 | |
| Text-to-Video Retrieval | ActivityNet → LSMDC | R@116.72 | 14 | |
| Text-to-Video Retrieval | LSMDC (test) | OCR Score11.31 | 14 | |
| Fill-in-the-blank Video Question Answering | LSMDC | Accuracy63.5 | 13 | |
| Movie Retrieval | LSMDC 2016 (test) | R@13 | 13 | |
| Video-to-Text Retrieval | LSMDC Movie Description (test) | R@124.5 | 12 | |
| Multiple-choice Question Answering | LSMDC (test) | Accuracy84.4 | 12 | |
| Multiple-Choice | LSMDC 2016 (test) | Accuracy67 | 11 | |
| Video clip retrieval | LSMDC | R@19.1 | 10 | |
| Video Annotation | LSMDC 2016 (challenge) | CIDEr-D0.109 | 10 | |
| Movie Description | LSMDC 2016 (public test) | BLEU-10.162 | 9 | |
| Multiple-choice | LSMDC | Accuracy84.4 | 8 | |
| Text-to-Video Retrieval | LSMDC 38 (full-corpus) | R@15.7 | 8 | |
| Text-to-Video Retrieval | LSMDC 38 (test) | R@125.2 | 8 | |
| Video Question Answering | LSMDC Multiple Choice | Accuracy84.4 | 8 | |
| Video-to-Text retrieval | LSMDC (test) | MC Accuracy73.9 | 8 | |
| Text-to-Video Retrieval | LSMDC (val) | R@10.178 | 7 | |
| Text-to-Video Retrieval | LSMDC 1,000 videos | R@124.4 | 7 |
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