Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent Mechanism

Benchmark Model Rank Results
temporal-action-localization-on-activitynetRDFA-S6 (InternVideo2-6B)#1mAP: 42.9mAP IOU@0.5: 64.1mAP IOU@0.75: 44.0mAP IOU@0.95: 10.6
temporal-action-localization-on-fineactionRDFA-S6 (InternVideo2-6B)#1mAP: 29.6mAP IOU@0.5: 46.4mAP IOU@0.75: 29.5mAP IOU@0.95: 7.6
temporal-action-localization-on-hacsRDFA-S6 (InternVideo2-6B)#1Average-mAP: 45.8mAP@0.5: 66.4mAP@0.75: 47.2mAP@0.95: 14.3
temporal-action-localization-on-thumos14RDFA-S6 (InternVideo2-6B)#2Avg mAP (0.3:0.7): 74.2mAP IOU@0.3: 88.7mAP IOU@0.4: 84.6