TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action Localization

Benchmark Model Rank Results
temporal-action-localization-on-epic-kitchensTemporalMaxer (verb)#3Avg mAP (0.1-0.5): 24.5mAP IOU@0.1: 27.8mAP IOU@0.2: 26.6
temporal-action-localization-on-multithumos-1TemporalMaxer#3Average mAP: 29.9mAP IOU@0.1: 49.1mAP IOU@0.2: 47.5
temporal-action-localization-on-thumos14TemporalMaxer (I3D features)#10Avg mAP (0.3:0.7): 67.7mAP IOU@0.3: 82.8mAP IOU@0.4: 78.9