MambaTAD: When State-Space Models Meet Long-Range Temporal Action Detection

Benchmark Model Rank Results
temporal-action-localization-on-activitynet-1-3MambaTAD (I3D)–mAP: 40.2mAP IOU@0.5: 60.2mAP IOU@0.75: 41.3mAP IOU@0.95: 9.7
temporal-action-localization-on-activitynet-1-3MambaTAD (IV6B)–mAP: 42.8mAP IOU@0.5: 63.1mAP IOU@0.75: 44.2mAP IOU@0.95: 11.0
temporal-action-localization-on-hacsMambaTAD–Average-mAP: 44.9mAP@0.5: 64.1mAP@0.75: 46.0mAP@0.95: 14.1