# Video Classification on MiniUCF 112x112 (test) Source: [Video Classification on MiniUCF 112x112 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-19T08:02:23.351Z Evaluation of Video Classification performance on the test split of the MiniUCF dataset processed at 112x112 resolution, reporting Accuracy. 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 Classification | | Dataset (including any stated split) | MiniUCF 112x112 (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 | | --- | --- | --- | --- | | Full Dataset | 62.7 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM + GSDD | 59.1 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM + GSDD | 50.8 | Not recorded | 68fa7bca1e209131cea8a7fd | | FRePo | 30.2 | Not recorded | 68fa7bca1e209131cea8a7fd | | MTT | 28.4 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM + VD | 27.2 | Not recorded | 68fa7bca1e209131cea8a7fd | | Herding | 25.8 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM | 25.7 | Not recorded | 68fa7bca1e209131cea8a7fd | | Static-DC | 24.7 | Not recorded | 68fa7bca1e209131cea8a7fd | | K-Center | 23 | Not recorded | 68fa7bca1e209131cea8a7fd | | Random | 22.9 | Not recorded | 68fa7bca1e209131cea8a7fd | | FRePo | 20.3 | Not recorded | 68fa7bca1e209131cea8a7fd | | MTT | 19 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM + VD | 17.5 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM | 15.3 | Not recorded | 68fa7bca1e209131cea8a7fd | | Static-DC | 13.7 | Not recorded | 68fa7bca1e209131cea8a7fd | | Herding | 12.7 | Not recorded | 68fa7bca1e209131cea8a7fd | | K-Center | 11.5 | Not recorded | 68fa7bca1e209131cea8a7fd | | Random | 9.9 | Not recorded | 68fa7bca1e209131cea8a7fd | ### Full Dataset Accuracy: 62.7. Result ID: 69bbad5947f34ce924a55890. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DM + GSDD Accuracy: 59.1. Result ID: 69bbad5947f34ce924a558a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### DM + GSDD Accuracy: 50.8. Result ID: 69bbad5947f34ce924a558a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### FRePo Accuracy: 30.2. Result ID: 69bbad5947f34ce924a5589c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### MTT Accuracy: 28.4. Result ID: 69bbad5947f34ce924a5589a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### DM + VD Accuracy: 27.2. Result ID: 69bbad5947f34ce924a558a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### Herding Accuracy: 25.8. Result ID: 69bbad5947f34ce924a55894. [Reporting paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### DM Accuracy: 25.7. Result ID: 69bbad5947f34ce924a55898. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### Static-DC Accuracy: 24.7. Result ID: 69bbad5947f34ce924a5589e. [Reporting paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### K-Center Accuracy: 23. Result ID: 69bbad5947f34ce924a55896. [Reporting paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### Random Accuracy: 22.9. Result ID: 69bbad5947f34ce924a55892. [Reporting paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### FRePo Accuracy: 20.3. Result ID: 69bbad5947f34ce924a5589b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### MTT Accuracy: 19. Result ID: 69bbad5947f34ce924a55899. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### DM + VD Accuracy: 17.5. Result ID: 69bbad5947f34ce924a5589f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### DM Accuracy: 15.3. Result ID: 69bbad5947f34ce924a55897. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### Static-DC Accuracy: 13.7. Result ID: 69bbad5947f34ce924a5589d. [Reporting paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### Herding Accuracy: 12.7. Result ID: 69bbad5947f34ce924a55893. [Reporting paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### K-Center Accuracy: 11.5. Result ID: 69bbad5947f34ce924a55895. [Reporting paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### Random Accuracy: 9.9. Result ID: 69bbad5947f34ce924a55891. [Reporting paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.