Here, we provide strong features for temporal action localization on HACS and Epic-Kitchens-100.
| dataset | model | resolution | features | classification | average mAP | | ------------ | ------------ | ------------ | ------------ | ------------ | | EK100 | ViViT Fact. Enc.-B16x2 | 32 x 2 | features | classification | 18.30 (A)) | | EK100 | TAda2D | 8 x 8 | features | classification | 13.18 | | HACS | TAda2D | 8 x 8 | features | - | 32.3 |
Annotations used for temporal action localization with our codebase can be found here.
Pre-trained localization models using these features can be found in the MODEL_ZOO.md.