# Textual Query-driven Video Summarization on UTE (Textual Query Dataset) 1.0 (Video-3) Source: [Textual Query-driven Video Summarization on UTE (Textual Query Dataset) 1.0 (Video-3)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:20.793Z Evaluation of Textual Query-driven Video Summarization performance on the Video-3 subset of the UTE (Textual Query Dataset) 1.0, measured using Precision, Recall, and F-1 scores. 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 | Textual Query-driven Video Summarization | | Dataset (including any stated split) | UTE (Textual Query Dataset) 1.0 (Video-3) | | Metric | Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | IntentVizor | 73.45 | Not recorded | 68fa6c1d1e209131cea32513 | | HVN | 60.28 | Not recorded | 68fa6c1d1e209131cea32513 | | CHAN | 59.75 | Not recorded | 68fa6c1d1e209131cea32513 | | Nalla et al. | 58.48 | Not recorded | 68fa6c1d1e209131cea32513 | | QSAN | 56.78 | Not recorded | 68fa6c1d1e209131cea32513 | | QC-DPP | 55.16 | Not recorded | 68fa6c1d1e209131cea32513 | ### IntentVizor Precision: 73.45. Result ID: 698ede31ffc3901de0a271a7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HVN Precision: 60.28. Result ID: 698ede31ffc3901de0a271a4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CHAN Precision: 59.75. Result ID: 698ede31ffc3901de0a271a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Nalla et al. Precision: 58.48. Result ID: 698ede31ffc3901de0a271a6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### QSAN Precision: 56.78. Result ID: 698ede31ffc3901de0a271a5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### QC-DPP Precision: 55.16. Result ID: 698ede31ffc3901de0a271a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.