Text-to-Video Retrieval on ActivityNet (ANet) zero-shot
42.8R@1UMT-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UMT-L#Pairs=17M, Zero-shot=true2023.03 | 42.8 | — | — | |
| UMT-L#Pairs=25M, Zero-shot=true2023.03 | 41.9 | — | — | |
| BT-AdapterPretraining Scale=2M, Backbone=CLIP-L/14, Zero-shot=true2023.09 | 37 | 66.7 | 78.9 | |
| UMT-B#Pairs=25M, Zero-shot=true2023.03 | 35.5 | — | — | |
| VideoCoCa#Pairs=4.8B, Zero-shot=true2023.03 | 34.5 | — | — | |
| VideoCoCaPretraining Scale=100M, Backbone=Non-CLIP, Zero-shot=true2023.09 | 34.5 | 63.2 | 76.6 | |
| UMT-B#Pairs=17M, Zero-shot=true2023.03 | 33.8 | — | — | |
| UMT-L#Pairs=5M, Zero-shot=true2023.03 | 31.9 | — | — | |
| UMT-LPretraining Scale=5M, Backbone=CLIP-L/14, Zero-shot=true2023.09 | 31.9 | 60.2 | 72 | |
| VINDLU#Pairs=25M, Zero-shot=true2023.03 | 30.9 | — | — | |
| InternVideo#Pairs=646M, Zero-shot=true2023.03 | 30.7 | — | — | |
| InternVideoPretraining Scale=12.8M, Backbone=CLIP-L/14, Zero-shot=true2023.09 | 30.7 | — | — | |
| Singularity#Pairs=17M, Zero-shot=true2023.03 | 30.6 | — | — | |
| SingularityPretraining Scale=17M, Backbone=Non-CLIP, Zero-shot=true2023.09 | 30.6 | 55.6 | 66.9 | |
| CLIPBackbone=CLIP-L/14, Zero-shot=true2023.09 | 28.8 | 57.6 | 71.8 | |
| UMT-B#Pairs=5M, Zero-shot=true2023.03 | 28.3 | — | — |