Text-to-Video Retrieval on LSMDC zero-shot
25.2Recall@1UMT-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UMT-L#Pairs=17M, Zero-shot=true2023.03 | 25.2 | — | — | |
| UMT-L#Pairs=25M, Zero-shot=true2023.03 | 24.9 | — | — | |
| UMT-L#Pairs=5M, Zero-shot=true2023.03 | 20 | — | — | |
| UMT-LPretraining Scale=5M, Backbone=CLIP-L/14, Zero-shot=true2023.09 | 20 | 37.2 | 43.7 | |
| BT-AdapterPretraining Scale=2M, Backbone=CLIP-L/14, Zero-shot=true2023.09 | 19.5 | 35.9 | 45 | |
| UMT-B#Pairs=25M, Zero-shot=true2023.03 | 19.1 | — | — | |
| UMT-B#Pairs=17M, Zero-shot=true2023.03 | 18.1 | — | — | |
| InternVideo#Pairs=646M, Zero-shot=true2023.03 | 17.6 | — | — | |
| InternVideoPretraining Scale=12.8M, Backbone=CLIP-L/14, Zero-shot=true2023.09 | 17.6 | — | — | |
| CloverPretraining Scale=5M, Backbone=Non-CLIP, Zero-shot=true2023.09 | 17.4 | 29.2 | 38.2 | |
| TVTSv2Pretraining Scale=8.5M, Backbone=CLIP-L/14, Zero-shot=true2023.09 | 17.3 | 32.5 | 41.4 | |
| CLIPBackbone=CLIP-L/14, Zero-shot=true2023.09 | 17 | 31.8 | 40.3 | |
| UMT-B#Pairs=5M, Zero-shot=true2023.03 | 16.8 | — | — | |
| HiTeAPretraining Scale=5M, Backbone=Non-CLIP, Zero-shot=true2023.09 | 15.5 | 31.1 | 39.8 | |
| CLIP4Clip#Pairs=400M, Zero-shot=true2023.03 | 13.6 | — | — |