NextQA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Question Answering | NextQA | Accuracy85.4 | 92 | |
| Video Question Answering | NextQA MC | Score86.3 | 44 | |
| Video Question Answering | NextQA | WUPS33.86 | 26 | |
| Video Understanding | NextQA | Accuracy86.24 | 19 | |
| Open-ended Video Question Answering | NExTQA (test) | Accuracy33.9 | 15 | |
| Open-ended Video Question Answering | NExTQA (val) | Accuracy28.9 | 15 | |
| Multiple-choice question answering | NextQA | Accuracy80.38 | 15 | |
| Video Question Answering | NextQA (val) | Accuracy85.5 | 11 | |
| Video Question Answering | NextQA (test) | Score84.1 | 7 | |
| Video-Language Understanding | NextQA | EM56.61 | 7 | |
| Video Understanding | NextQA (full) | NextQA Accuracy84.5 | 6 | |
| Video Question Answering | NextQA | NextQA Score84.1 | 6 | |
| Multiple Choice Question Answering | NextQA (1,000 QA pairs sample) | Accuracy (%)76.8 | 2 | |
| Video Question Answering | NextQA 2021 (test) | Accuracy80.7 | 2 |
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