# Video Question Answering on VideoTemp-Bench (Overall) Source: [Video Question Answering on VideoTemp-Bench (Overall)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:31:23.375Z Evaluation of model performance on the overall VideoTemp-Bench dataset for Video Question Answering tasks. 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 | Video Question Answering | | Dataset (including any stated split) | VideoTemp-Bench (Overall) | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Gemini-2.5-Pro | 84.7 | Not recorded | 698abc01c97a0b3e3b5de2fb | | VideoTemp-o3-7B-RL | 77 | Not recorded | 698abc01c97a0b3e3b5de2fb | | VideoChat-R1-7B | 74.2 | Not recorded | 698abc01c97a0b3e3b5de2fb | | Video-R1-7B | 73.9 | Not recorded | 698abc01c97a0b3e3b5de2fb | | VideoTemp-o3-7B-SFT | 70.5 | Not recorded | 698abc01c97a0b3e3b5de2fb | | Qwen2.5-VL-7B | 69.1 | Not recorded | 698abc01c97a0b3e3b5de2fb | ### Gemini-2.5-Pro Accuracy: 84.7. Result ID: 69972cbf5698665ec47b9cdd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VideoTemp-o3-7B-RL Accuracy: 77. Result ID: 69972cbf5698665ec47b9ce2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"7B","Training":"RL"}. This record does not assert independent reproduction. ### VideoChat-R1-7B Accuracy: 74.2. Result ID: 69972cbf5698665ec47b9cde. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"7B"}. This record does not assert independent reproduction. ### Video-R1-7B Accuracy: 73.9. Result ID: 69972cbf5698665ec47b9cdf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"7B"}. This record does not assert independent reproduction. ### VideoTemp-o3-7B-SFT Accuracy: 70.5. Result ID: 69972cbf5698665ec47b9ce1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"7B","Training":"SFT"}. This record does not assert independent reproduction. ### Qwen2.5-VL-7B Accuracy: 69.1. Result ID: 69972cbf5698665ec47b9ce0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"7B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.