Trained models are released in the Google drive folder model_zoo, and should be downloaded to this local model_zoo folder by default for evaluation.
| Name | Architecture | Pre-train | Train Dataset | Train Config | Eval Config | Orig mAP | Re-eval mAP |
|---|---|---|---|---|---|---|---|
AVA_SLOWFAST_R50_ACAR_HR2O.pth.tar |
SlowFast R-50 | Kinetics-400 | AVA v2.2 | config | config | 27.83 | 27.74 |
AVA_SLOWFAST_R101_ACAR_HR2O_DEPTH1.pth.tar |
SlowFast R-101 | Kinetics-700 | AVA v2.2 | config | config | 31.69 | 31.72 |
AVA-Kinetics_SLOWFAST_R101_ACAR_HR2O_DEPTH1.pth.tar |
SlowFast R-101 | Kinetics-700 | AVA-Kinetics v1.0 | -- | config | 33.74 | 33.70 |
Additional notes:
- Original mAPs (the column "Orig mAP") are results of evaluation with out-dated dependencies (torch <=1.3 and ffmpeg 3.X).
- Re-evaluated mAPs (the column "Re-eval mAP") are obtained with more recent packages (torch 1.8.1 and ffmpeg 4.4).