# Video Question Answering on Finding Dory full (val) Source: [Video Question Answering on Finding Dory full (val)]() Collection index: [llms.txt]() Data updated: 2026-03-05T09:48:58.003Z Evaluation of model performance on the validation split of the Finding Dory full dataset for Video Question Answering, reporting Relaxed Accuracy scores across overall, spatial, temporal, and multi-goal 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) | Finding Dory full (val) | | Metric | Relaxed Accuracy (All Tasks) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Relaxed Accuracy (All Tasks)](): Higher is better; unit: PERCENT. - [Relaxed Accuracy (Single-Goal Spatial)](): Higher is better; unit: PERCENT. - [Relaxed Accuracy (Single-Goal Temporal)](): Higher is better; unit: PERCENT. - [Relaxed Accuracy (Multi-Goal)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Relaxed Accuracy (All Tasks) | Result date | Report paper | | --- | --- | --- | --- | | Uniform Sampling | 27.33 | Not recorded | 69a90e062d603e6de3e407f5 | | Uniform Sampling | 25.73 | Not recorded | 69a90e062d603e6de3e407f5 | | GenS | 16.6 | Not recorded | 69a90e062d603e6de3e407f5 | | FocusGraph | 15.5 | Not recorded | 69a90e062d603e6de3e407f5 | | ViaRL | 14.9 | Not recorded | 69a90e062d603e6de3e407f5 | | MaxInfo | 13.7 | Not recorded | 69a90e062d603e6de3e407f5 | | Uniform Sampling | 12.6 | Not recorded | 69a90e062d603e6de3e407f5 | ### Uniform Sampling Relaxed Accuracy (All Tasks): 27.33. Result ID: 69a951706dbb7075b953316a. [Reporting paper]() Recorded evaluation configuration: {"QA LLM":"GPT-4o","Frame number":"96"}. This record does not assert independent reproduction. ### Uniform Sampling Relaxed Accuracy (All Tasks): 25.73. Result ID: 69a951706dbb7075b9533169. [Reporting paper]() Recorded evaluation configuration: {"QA LLM":"Gemini-2.0-Flash","Frame number":"96"}. This record does not assert independent reproduction. ### GenS Relaxed Accuracy (All Tasks): 16.6. Result ID: 69a951706dbb7075b953316d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"QA LLM":"Qwen-2.5-VL-7B","Frame number":"8"}. This record does not assert independent reproduction. ### FocusGraph Relaxed Accuracy (All Tasks): 15.5. Result ID: 69a951706dbb7075b953316f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"QA LLM":"Qwen-2.5-VL-7B","Frame number":"8"}. This record does not assert independent reproduction. ### ViaRL Relaxed Accuracy (All Tasks): 14.9. Result ID: 69a951706dbb7075b953316e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"QA LLM":"Qwen-2.5-VL-7B","Frame number":"8"}. This record does not assert independent reproduction. ### MaxInfo Relaxed Accuracy (All Tasks): 13.7. Result ID: 69a951706dbb7075b953316c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"QA LLM":"Qwen-2.5-VL-7B","Frame number":"16"}. This record does not assert independent reproduction. ### Uniform Sampling Relaxed Accuracy (All Tasks): 12.6. Result ID: 69a951706dbb7075b953316b. [Reporting paper]() Recorded evaluation configuration: {"QA LLM":"Qwen-2.5-VL-7B","Frame number":"8"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.