# Video Question Answering on MSR-VTT (Frame Sampling Accuracy) Source: [Video Question Answering on MSR-VTT (Frame Sampling Accuracy)]() Collection index: [llms.txt]() Data updated: 2026-06-01T08:08:07.022Z Evaluation of model performance on the MSR-VTT dataset for Video Question Answering, reporting accuracy based on predictions made after observing 10%, 25%, and 50% of the video frames. 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) | MSR-VTT | | Metric | Accuracy (50% Frames) | | 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 - [Accuracy (50% Frames)](): Higher is better; unit: PERCENT. - [Accuracy (25% Frames)](): Higher is better; unit: PERCENT. - [Accuracy (10% Frames)](): Higher is better; unit: PERCENT. - [Accuracy Drop (50% to 10%)](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy (50% Frames) | Result date | Report paper | | --- | --- | --- | --- | | SLAP | 45.2 | Not recorded | 6a1d1214dbd7150506f84010 | | Video-LLaMA 3 | 44.5 | Not recorded | 6a1d1214dbd7150506f84010 | | Stable Video Diffusion | 43.8 | Not recorded | 6a1d1214dbd7150506f84010 | | Linear Interpolation | 40.1 | Not recorded | 6a1d1214dbd7150506f84010 | | Zero-Order Hold | 38.4 | Not recorded | 6a1d1214dbd7150506f84010 | ### SLAP Accuracy (50% Frames): 45.2. Result ID: 6a1d3dd6fbc373592c16494a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. ### Video-LLaMA 3 Accuracy (50% Frames): 44.5. Result ID: 6a1d3dd6fbc373592c164948. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. ### Stable Video Diffusion Accuracy (50% Frames): 43.8. Result ID: 6a1d3dd6fbc373592c164949. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. ### Linear Interpolation Accuracy (50% Frames): 40.1. Result ID: 6a1d3dd6fbc373592c164947. [Reporting paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. ### Zero-Order Hold Accuracy (50% Frames): 38.4. Result ID: 6a1d3dd6fbc373592c164946. [Reporting paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.