# Report Generation on MAGMaR (test) Source: [Report Generation on MAGMaR (test)]() Collection index: [llms.txt]() Data updated: 2026-05-20T07:33:40.341Z Evaluation of models performing Report Generation on the test split of the MAGMaR dataset, assessed using metrics including 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) | MAGMaR (test) | | 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: PERCENT. - [AnsRel](): Higher is better; unit: PERCENT. ## Recorded results | Method | ROUGE-L | Result date | Report paper | | --- | --- | --- | --- | | CRAFT | 18.39 | Not recorded | 6a0d3feff984739ed6737669 | | InternVL-3.5-30B-A3B | 14.97 | Not recorded | 6a0d3feff984739ed6737669 | | Gemma-4-31B | 14.26 | Not recorded | 6a0d3feff984739ed6737669 | | InternVL-3.5-30B-A3B | 11.82 | Not recorded | 6a0d3feff984739ed6737669 | | Gemma-4-31B | 11 | Not recorded | 6a0d3feff984739ed6737669 | ### CRAFT ROUGE-L: 18.39. Result ID: 6a0d6367fbc373592c0518a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### InternVL-3.5-30B-A3B ROUGE-L: 14.97. Result ID: 6a0d6367fbc373592c05189f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ASR transcript access":"false"}. This record does not assert independent reproduction. ### Gemma-4-31B ROUGE-L: 14.26. Result ID: 6a0d6367fbc373592c0518a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ASR transcript access":"false"}. This record does not assert independent reproduction. ### InternVL-3.5-30B-A3B ROUGE-L: 11.82. Result ID: 6a0d6367fbc373592c0518a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ASR transcript access":"true"}. This record does not assert independent reproduction. ### Gemma-4-31B ROUGE-L: 11. Result ID: 6a0d6367fbc373592c0518a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ASR transcript access":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.