Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding

Benchmark Model Rank Results
moment-retrieval-on-charades-stavideo-mamba-suite#19R@1 IoU=0.5: 57.18R@1 IoU=0.7: 36.05
moment-retrieval-on-qvhighlightsvideo-mamba-suite#14mAP: 45.18R@1 IoU=0.5: 66.65R@1 IoU=0.7: 52.19mAP@0.5: 64.37
temporal-action-localization-on-activitynetActionMamba (InternVideo2-6B)#2mAP: 42.02mAP IOU@0.5: 62.43mAP IOU@0.75: 43.49mAP IOU@0.95: 10.23
temporal-action-localization-on-fineactionActionMamba(InternVideo2-6B)#2mAP: 29.04mAP IOU@0.5: 45.44mAP IOU@0.75: 28.82mAP IOU@0.95: 6.79
temporal-action-localization-on-hacsActionMamba(InternVideo2-6B)#2Average-mAP: 44.56mAP@0.5: 64.02mAP@0.75: 45.71mAP@0.95: 13.34
temporal-action-localization-on-thumos14ActionMamba(InternVideo2-6B)#3Avg mAP (0.3:0.7): 72.72mAP IOU@0.3: 86.89mAP IOU@0.4: 83.09