# Multi-turn Video Question Answering on MT-Video-MME Source: [Multi-turn Video Question Answering on MT-Video-MME]() Collection index: [llms.txt]() Data updated: 2026-03-24T16:03:39.715Z Evaluation of Multi-turn Video Question Answering performance on the MT-Video-MME dataset, reporting accuracy metrics (Acc1, Acc2, Acc3, Avg). 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 | Multi-turn Video Question Answering | | Dataset (including any stated split) | MT-Video-MME | | Metric | Accuracy 1 (Acc1) | | 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 1 (Acc1)](): Higher is better; unit: PERCENT. - [Accuracy 2 (Acc2)](): Higher is better; unit: PERCENT. - [Accuracy 3 (Acc3)](): Higher is better; unit: PERCENT. - [Average Accuracy (Avg)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy 1 (Acc1) | Result date | Report paper | | --- | --- | --- | --- | | Base | 44.3 | Not recorded | 69c21aa60636e5bf4afc4a72 | | MetaCompress | 28.5 | Not recorded | 69c21aa60636e5bf4afc4a72 | | Random | 26.8 | Not recorded | 69c21aa60636e5bf4afc4a72 | | FastV | 26.2 | Not recorded | 69c21aa60636e5bf4afc4a72 | | Sample | 25.5 | Not recorded | 69c21aa60636e5bf4afc4a72 | ### Base Accuracy 1 (Acc1): 44.3. Result ID: 69c2b5c847f34ce924ac011b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetaCompress Accuracy 1 (Acc1): 28.5. Result ID: 69c2b5c847f34ce924ac011f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Random Accuracy 1 (Acc1): 26.8. Result ID: 69c2b5c847f34ce924ac011c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FastV Accuracy 1 (Acc1): 26.2. Result ID: 69c2b5c847f34ce924ac011e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Sample Accuracy 1 (Acc1): 25.5. Result ID: 69c2b5c847f34ce924ac011d. [Reporting 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.