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Moment Query on Ego4D (test)

0.325mAP (IoU Avg)InternVideo + EgoVideo-V + EgoVideo-MQ
0.0419120.1154060.18890.262394Jun 3, 2022Nov 12, 2022Apr 24, 2023Oct 4, 2023Mar 15, 2024Aug 25, 2024Feb 4, 2025

Evaluation results

MethodLinks
InternVideo + EgoVideo-V + EgoVideo-MQFeature=InternVideo + EgoVideo-V + EgoVideo-MQ2024.060.3250.5007
InternVideo + EgoVideo-VFeature=InternVideo + EgoVideo-V2024.060.31520.4922
Slowfast + Omnivore + EgoVLP + InternVideoFeature=Slowfast + Omnivore + EgoVLP + InternVideo2024.060.29340.485
ASLFeatures=EgoVLP2025.020.223—
ActionFormerFeatures=SlowFast+Omnivore+EgoVLP, Fusion=Proj+Cat2022.110.21760.4254
Hier-EgoPackFeatures=EgoVLP2025.020.18—
ActionFormerFeatures=SlowFast+Omnivore, Fusion=Cat2022.110.17920.3551
ActionFormerFeatures=EgoVLP2025.020.175—
VSGNVis-text Enc=Frozen+EgoNCE, Vis-text PT=EgoClip2022.060.10330.2803
VSGNFeatures=EgoVLP2025.020.103—
VSGNVis-text Enc=Frozen, Vis-text PT=EgoClip2022.060.09780.2798
VSGNVis-text Enc=Frozen, Vis-text PT=CC3M+WebVid-2M2022.060.05950.1974
VSGNVis-text Enc=SlowFast, Vis-text PT=-2022.060.05680.2425
VSGNFeatures=SlowFast, Fusion=n/a2022.110.05680.2425
Ego4D BaselineFeatures=SlowFast2025.020.0568—
VSGNVis-text Enc=Frozen, Vis-text PT=HowTo100M2022.060.05280.1806