TVQA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Question Answering | TVQA (test-public) | Accuracy70.23 | 43 | |
| Video Question Answering | TVQA | Accuracy82.2 | 40 | |
| Video Question Answering | TVQA (test) | Accuracy86.1 | 35 | |
| Question Answering | TVQA In-Domain (test) | Precision87.2 | 26 | |
| Factual Question Answering | TVQA ID | Precision82.1 | 24 | |
| Video Question Answering | TVQA (val) | QA Accuracy87.9 | 17 | |
| Multiple-choice Video Question Answering | TVQA | Accuracy82 | 14 | |
| Video Question Answering | TVQA zero-shot (test) | Accuracy50.2 | 8 | |
| Multiple-choice Video Question Answering | TVQA (test) | Accuracy57.8 | 8 | |
| Long Video Question Answering | TVQA Long | Overall Accuracy52.1 | 6 | |
| Multiple-choice Video Question Answering | TVQA (val) | Accuracy57.9 | 3 |
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