# Report Generation on WikiVideo Source: [Report Generation on WikiVideo]() Collection index: [llms.txt]() Data updated: 2026-05-20T07:33:40.381Z Evaluation of Report Generation performance on the WikiVideo dataset, measured using metrics such as ROUGE-L, BERTScore, and AnsRel. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Report Generation | | Dataset (including any stated split) | WikiVideo | | Metric | ROUGE-L | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [ROUGE-L](): Higher is better; unit: PERCENT. - [BERTScore](): Higher is better; unit: SCALAR. - [AnsRel](): Higher is better; unit: PERCENT. ## Recorded results | Method | ROUGE-L | Result date | Report paper | | --- | --- | --- | --- | | CRAFT | 30.14 | Not recorded | 6a0d3feff984739ed6737669 | | Gemma-4-31B | 15.26 | Not recorded | 6a0d3feff984739ed6737669 | | Gemma-4-31B | 13.6 | Not recorded | 6a0d3feff984739ed6737669 | | InternVL-3.5-30B-A3B | 12.65 | Not recorded | 6a0d3feff984739ed6737669 | | InternVL-3.5-30B-A3B | 12.41 | Not recorded | 6a0d3feff984739ed6737669 | ### CRAFT ROUGE-L: 30.14. Result ID: 6a0d6367fbc373592c0518a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Gemma-4-31B ROUGE-L: 15.26. Result ID: 6a0d6367fbc373592c0518a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ASR transcript access":"false"}. This record does not assert independent reproduction. ### Gemma-4-31B ROUGE-L: 13.6. Result ID: 6a0d6367fbc373592c0518a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ASR transcript access":"true"}. This record does not assert independent reproduction. ### InternVL-3.5-30B-A3B ROUGE-L: 12.65. Result ID: 6a0d6367fbc373592c0518a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ASR transcript access":"true"}. This record does not assert independent reproduction. ### InternVL-3.5-30B-A3B ROUGE-L: 12.41. Result ID: 6a0d6367fbc373592c0518a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ASR transcript access":"false"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.