Temporal Action Localization On Epic Kitchens
Metrics
Avg mAP (0.1-0.5)
mAP IOU@0.1
mAP IOU@0.2
mAP IOU@0.3
mAP IOU@0.4
mAP IOU@0.5
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Avg mAP (0.1-0.5) | mAP IOU@0.1 | mAP IOU@0.2 | mAP IOU@0.3 | mAP IOU@0.4 | mAP IOU@0.5 |
|---|---|---|---|---|---|---|
| g-tad-sub-graph-localization-for-temporal | 9.4 | 12.1 | 11.0 | 9.4 | 8.1 | 6.5 |
| end-to-end-temporal-action-detection-with-1b | 29.3 | 33.1 | 32.2 | 30.4 | 27.5 | 23.1 |
| tridet-temporal-action-detection-with | 25.4 | 28.6 | 27.4 | 26.1 | 24.2 | 20.8 |
| actionformer-localizing-moments-of-actions | 23.5 | 26.6 | 25.4 | 24.2 | 22.3 | 19.1 |
| bmn-boundary-matching-network-for-temporal | 8.4 | 10.8 | 9.8 | 8.4 | 7.1 | 5.6 |
| temporalmaxer-maximize-temporal-context-with | 24.5 | 27.8 | 26.6 | 25.3 | 23.1 | 19.9 |