# Video Question Answering on VideoMME w/o sub. 1.0 (test) Source: [Video Question Answering on VideoMME w/o sub. 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:22.905Z Evaluation of model performance on the test split of the VideoMME w/o sub. 1.0 dataset for Video Question Answering, reporting scores categorized by question length (Short, Medium, Long). 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) | VideoMME w/o sub. 1.0 (test) | | Metric | Overall Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [Overall Acc](): Higher is better; unit: PERCENT. - [Short Q Acc](): Higher is better; unit: PERCENT. - [Medium Q Acc](): Higher is better; unit: PERCENT. - [Long Q Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | Overall Acc | Result date | Report paper | | --- | --- | --- | --- | | MiMo-VL-7B + TCS | 65 | Not recorded | 696dba69e25ad2fa9d1ecbc4 | | MiMo-VL-7B | 62.4 | Not recorded | 696dba69e25ad2fa9d1ecbc4 | | Qwen2-VL-7B + AKS | 59.9 | Not recorded | 696dba69e25ad2fa9d1ecbc4 | | Qwen2-VL-7B + Q-Frame | 58.3 | Not recorded | 696dba69e25ad2fa9d1ecbc4 | | Qwen2-VL-7B + TCS | 58 | Not recorded | 696dba69e25ad2fa9d1ecbc4 | | Qwen2-VL-7B | 57.6 | Not recorded | 696dba69e25ad2fa9d1ecbc4 | | Video-XL-7B | 55.5 | Not recorded | 696dba69e25ad2fa9d1ecbc4 | | LongVILA-8B | 49.2 | Not recorded | 696dba69e25ad2fa9d1ecbc4 | ### MiMo-VL-7B + TCS Overall Acc: 65. Result ID: 6997b3da5698665ec40a0adb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Frames":32}. This record does not assert independent reproduction. ### MiMo-VL-7B Overall Acc: 62.4. Result ID: 6997b3da5698665ec40a0ada. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Frames":32}. This record does not assert independent reproduction. ### Qwen2-VL-7B + AKS Overall Acc: 59.9. Result ID: 6997b3da5698665ec40a0ad7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#Frames":32}. This record does not assert independent reproduction. ### Qwen2-VL-7B + Q-Frame Overall Acc: 58.3. Result ID: 6997b3da5698665ec40a0ad8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Frames":"4+8+32"}. This record does not assert independent reproduction. ### Qwen2-VL-7B + TCS Overall Acc: 58. Result ID: 6997b3da5698665ec40a0ad9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Frames":32}. This record does not assert independent reproduction. ### Qwen2-VL-7B Overall Acc: 57.6. Result ID: 6997b3da5698665ec40a0ad6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#Frames":32}. This record does not assert independent reproduction. ### Video-XL-7B Overall Acc: 55.5. Result ID: 6997b3da5698665ec40a0ad4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Frames":128}. This record does not assert independent reproduction. ### LongVILA-8B Overall Acc: 49.2. Result ID: 6997b3da5698665ec40a0ad5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#Frames":128}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.