# Action Classification on EPIC-Kitchens Target (test) Source: [Action Classification on EPIC-Kitchens Target (test)]() Collection index: [llms.txt]() Data updated: 2026-03-17T09:50:42.674Z Evaluation of Action Classification performance on the test split of the EPIC-Kitchens Target dataset, reporting accuracy across Video-only, Audio-only, and combined Video-Audio modalities. 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 | Action Classification | | Dataset (including any stated split) | EPIC-Kitchens Target (test) | | Metric | Accuracy (Video) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 (Video)](): Higher is better; unit: PERCENT. - [Accuracy (Audio)](): Higher is better; unit: PERCENT. - [Accuracy (Video-Audio)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Video) | Result date | Report paper | | --- | --- | --- | --- | | Uni-video | 54.98 | Not recorded | 69b8e0390636e5bf4afbed0a | | GMP | 52.33 | Not recorded | 69b8e0390636e5bf4afbed0a | | Grad-Blending | 50.03 | Not recorded | 69b8e0390636e5bf4afbed0a | | OGM-GE | 49.75 | Not recorded | 69b8e0390636e5bf4afbed0a | | Base | 48.86 | Not recorded | 69b8e0390636e5bf4afbed0a | ### Uni-video Accuracy (Video): 54.98. Result ID: 69b922e547f34ce924a236fc. [Reporting paper]() Recorded evaluation configuration: {"Modality":"Single-modality"}. This record does not assert independent reproduction. ### GMP Accuracy (Video): 52.33. Result ID: 69b922e547f34ce924a23701. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Multimodal"}. This record does not assert independent reproduction. ### Grad-Blending Accuracy (Video): 50.03. Result ID: 69b922e547f34ce924a23700. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Multimodal"}. This record does not assert independent reproduction. ### OGM-GE Accuracy (Video): 49.75. Result ID: 69b922e547f34ce924a236ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Multimodal"}. This record does not assert independent reproduction. ### Base Accuracy (Video): 48.86. Result ID: 69b922e547f34ce924a236fe. [Reporting paper]() Recorded evaluation configuration: {"Modality":"Multimodal"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.