# Video Classification on HMDB51 112x112 (test) Source: [Video Classification on HMDB51 112x112 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-19T08:02:23.393Z Evaluation of video classification performance on the 112x112 resolution test split of the HMDB51 dataset, 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) | HMDB51 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 | 31.1 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM + GSDD | 30.1 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM + GSDD | 19.5 | Not recorded | 68fa7bca1e209131cea8a7fd | | FRePo | 9.6 | Not recorded | 68fa7bca1e209131cea8a7fd | | Herding | 8.5 | Not recorded | 68fa7bca1e209131cea8a7fd | | MTT | 8.4 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM + VD | 8.2 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM | 8 | Not recorded | 68fa7bca1e209131cea8a7fd | | Static-DC | 7.8 | Not recorded | 68fa7bca1e209131cea8a7fd | | FRePo | 7.2 | Not recorded | 68fa7bca1e209131cea8a7fd | | Random | 6.6 | Not recorded | 68fa7bca1e209131cea8a7fd | | MTT | 6.6 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM | 6.1 | Not recorded | 68fa7bca1e209131cea8a7fd | | DM + VD | 6 | Not recorded | 68fa7bca1e209131cea8a7fd | | K-Center | 5.2 | Not recorded | 68fa7bca1e209131cea8a7fd | | Static-DC | 5.1 | Not recorded | 68fa7bca1e209131cea8a7fd | | Random | 4.6 | Not recorded | 68fa7bca1e209131cea8a7fd | | Herding | 3.8 | Not recorded | 68fa7bca1e209131cea8a7fd | | K-Center | 3.1 | Not recorded | 68fa7bca1e209131cea8a7fd | ### Full Dataset Accuracy: 31.1. Result ID: 69bbad5947f34ce924a558a3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DM + GSDD Accuracy: 30.1. Result ID: 69bbad5947f34ce924a558b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### DM + GSDD Accuracy: 19.5. Result ID: 69bbad5947f34ce924a558b4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### FRePo Accuracy: 9.6. Result ID: 69bbad5947f34ce924a558af. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### Herding Accuracy: 8.5. Result ID: 69bbad5947f34ce924a558a7. [Reporting paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### MTT Accuracy: 8.4. Result ID: 69bbad5947f34ce924a558ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### DM + VD Accuracy: 8.2. Result ID: 69bbad5947f34ce924a558b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### DM Accuracy: 8. Result ID: 69bbad5947f34ce924a558ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### Static-DC Accuracy: 7.8. Result ID: 69bbad5947f34ce924a558b1. [Reporting paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### FRePo Accuracy: 7.2. Result ID: 69bbad5947f34ce924a558ae. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### Random Accuracy: 6.6. Result ID: 69bbad5947f34ce924a558a5. [Reporting paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### MTT Accuracy: 6.6. Result ID: 69bbad5947f34ce924a558ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### DM Accuracy: 6.1. Result ID: 69bbad5947f34ce924a558aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### DM + VD Accuracy: 6. Result ID: 69bbad5947f34ce924a558b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### K-Center Accuracy: 5.2. Result ID: 69bbad5947f34ce924a558a9. [Reporting paper]() Recorded evaluation configuration: {"IPC":"5"}. This record does not assert independent reproduction. ### Static-DC Accuracy: 5.1. Result ID: 69bbad5947f34ce924a558b0. [Reporting paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### Random Accuracy: 4.6. Result ID: 69bbad5947f34ce924a558a4. [Reporting paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### Herding Accuracy: 3.8. Result ID: 69bbad5947f34ce924a558a6. [Reporting paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### K-Center Accuracy: 3.1. Result ID: 69bbad5947f34ce924a558a8. [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.