# Per-facet Video Classification on MUFI Per-facet Video Evaluation Set 1.0 (test) Source: [Per-facet Video Classification on MUFI Per-facet Video Evaluation Set 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:06.046Z Evaluation of Per-facet Video Classification performance on the test split of the MUFI Per-facet Video Evaluation Set 1.0. 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 | Per-facet Video Classification | | Dataset (including any stated split) | MUFI Per-facet Video Evaluation Set 1.0 (test) | | Metric | Accuracy (Action) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 (Action)](): Higher is better; unit: PERCENT. - [Accuracy (Event)](): Higher is better; unit: PERCENT. - [Accuracy (Interaction)](): Higher is better; unit: PERCENT. - [Accuracy (Sport)](): Higher is better; unit: PERCENT. - [Accuracy (Object)](): Higher is better; unit: PERCENT. - [Accuracy (Scene)](): Higher is better; unit: PERCENT. - [Average Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Action) | Result date | Report paper | | --- | --- | --- | --- | | MUFI | 57.8 | Not recorded | 68fa6b9c1e209131cea2f4bd | | R(2+1)D-34-IG65M+K400 | 54.1 | Not recorded | 68fa6b9c1e209131cea2f4bd | | R(2+1)D-34-IG65M | 53.1 | Not recorded | 68fa6b9c1e209131cea2f4bd | | P3D ResNet-152 | 35.8 | Not recorded | 68fa6b9c1e209131cea2f4bd | | SeCo | 34.3 | Not recorded | 68fa6b9c1e209131cea2f4bd | | ResNet-50 | 33.1 | Not recorded | 68fa6b9c1e209131cea2f4bd | | MoCo v2 | 32 | Not recorded | 68fa6b9c1e209131cea2f4bd | | SimCLR | 31.4 | Not recorded | 68fa6b9c1e209131cea2f4bd | | C3D | 24.6 | Not recorded | 68fa6b9c1e209131cea2f4bd | ### MUFI Accuracy (Action): 57.8. Result ID: 698e99d7ffc3901de09f069c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Representation Type":"Video-based"}. This record does not assert independent reproduction. ### R(2+1)D-34-IG65M+K400 Accuracy (Action): 54.1. Result ID: 698e99d7ffc3901de09f069a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Representation Type":"Video-based","Supervision":"weakly-supervised","Fine-tuned":"Kinetics-400"}. This record does not assert independent reproduction. ### R(2+1)D-34-IG65M Accuracy (Action): 53.1. Result ID: 698e99d7ffc3901de09f0699. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Representation Type":"Video-based","Supervision":"weakly-supervised"}. This record does not assert independent reproduction. ### P3D ResNet-152 Accuracy (Action): 35.8. Result ID: 698e99d7ffc3901de09f0698. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Representation Type":"Video-based","Supervision":"Supervised"}. This record does not assert independent reproduction. ### SeCo Accuracy (Action): 34.3. Result ID: 698e99d7ffc3901de09f069b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Representation Type":"Video-based","Supervision":"self-supervised"}. This record does not assert independent reproduction. ### ResNet-50 Accuracy (Action): 33.1. Result ID: 698e99d7ffc3901de09f0694. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Representation Type":"Image-based","Supervision":"Supervised"}. This record does not assert independent reproduction. ### MoCo v2 Accuracy (Action): 32. Result ID: 698e99d7ffc3901de09f0696. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Representation Type":"Image-based","Supervision":"self-supervised"}. This record does not assert independent reproduction. ### SimCLR Accuracy (Action): 31.4. Result ID: 698e99d7ffc3901de09f0695. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Representation Type":"Image-based","Supervision":"self-supervised"}. This record does not assert independent reproduction. ### C3D Accuracy (Action): 24.6. Result ID: 698e99d7ffc3901de09f0697. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Representation Type":"Video-based","Supervision":"Supervised"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.