LongVideoBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Long Video Understanding | LongVideoBench | Score58.9 | 248 | |
| Long Video Understanding | LongVideoBench (val) | Accuracy80 | 210 | |
| Video Question-Answering | LongVideoBench | Accuracy77.6 | 180 | |
| Long-form Video Understanding | LongVideoBench | Accuracy82.3 | 115 | |
| Video Understanding | LongVideoBench | LongVideoBench Score59.2 | 92 | |
| Video Question Answering | LongVideoBench (val) | Accuracy83 | 55 | |
| Video Understanding | LongVideoBench 1-60min | Accuracy56.8 | 49 | |
| Video Question Answering | LongVideoBench (LVB) 58 (test) | Accuracy66.42 | 45 | |
| Video Understanding | LongVideoBench | Accuracy66.7 | 32 | |
| Long-context video understanding | LongVideoBench (test) | Accuracy66.7 | 28 | |
| Video Understanding | LongVideoBench (test) | Accuracy (Overall)82.3 | 25 | |
| Video Question Answering | LONGVIDEOBENCH Medium | Accuracy56.1 | 24 | |
| Video Reasoning | LongVideoBench | LongVideoBench Score59 | 24 | |
| Long Video Understanding | LongVideoBench | Accuracy67 | 23 | |
| Video Question Answering | LongVideoBench (test) | Accuracy59.6 | 23 | |
| Long-video understanding | LongVideoBench (LVB) (test) | LVB Score67.1 | 22 | |
| Video Question Answering | LongVideoBench KFS-Bench (full set) | Accuracy65.5 | 20 | |
| Long Video Understanding | LongVideoBench 23sec-60 min | Accuracy74.4 | 19 | |
| Long-Video Understanding | LongVideoBench 8s~60m | Score66.7 | 17 | |
| Long Video Understanding | LongVideoBench (LongVB) | Accuracy69.2 | 17 | |
| Long Video Understanding | LongVideoBench 473s | Accuracy67.5 | 16 | |
| Video Question Answering | LongVideoBench w/o sub. (val) | Accuracy66.7 | 16 | |
| Video Question Answering | LongVideoBench (standard) | Accuracy76.7 | 12 | |
| Long Video Understanding | LongVideoBench (test) | Accuracy66.7 | 11 | |
| VideoQA | LongVideoBench | Score (All Lengths)72.6 | 10 |
Showing 25 of 49 rows