Text-to-Video Retrieval on MSRVTT (UTD) (R@1)
31.1Recall@1umt-l 17M
Evaluation results
| Method | Links | |
|---|---|---|
| umt-l 17MPretrain Data=17M, Zero-shot=true2025.03 | 31.1 | |
| umt-L-17MZero-shot=true, Re-ranking=true2025.03 | 31.1 | |
| umt-l 25MPretrain Data=25M, Zero-shot=true2025.03 | 30.6 | |
| umt-L-25MZero-shot=true, Re-ranking=true2025.03 | 30.6 | |
| umt-b 17MPretrain Data=17M, Zero-shot=true2025.03 | 26.3 | |
| internvid-L-10M-FLTPretrain Data=10M-FLT, Zero-shot=true2025.03 | 26.3 | |
| umt-B-17MZero-shot=true, Re-ranking=true2025.03 | 26.3 | |
| internvid-L-10M-FLTZero-shot=true, Re-ranking=true2025.03 | 26.3 | |
| videomamba-vm-17MPretrain Data=17M, Zero-shot=true2025.03 | 25.5 | |
| videomamba-vm-25MPretrain Data=25M, Zero-shot=true2025.03 | 25.5 | |
| videomamba-vm-17MZero-shot=true, Re-ranking=true2025.03 | 25.5 | |
| videomamba-vm-25MZero-shot=true, Re-ranking=true2025.03 | 25.5 | |
| internvid-B-10M-FLTPretrain Data=10M-FLT, Zero-shot=true2025.03 | 25.4 | |
| internvid-B-10M-FLTZero-shot=true, Re-ranking=true2025.03 | 25.4 | |
| umt-l 5MPretrain Data=5M, Zero-shot=true2025.03 | 24.9 | |
| umt-L-5MZero-shot=true, Re-ranking=true2025.03 | 24.9 | |
| umt-b 25MPretrain Data=25M, Zero-shot=true2025.03 | 24.8 | |
| internvid-L-200MPretrain Data=200M, Zero-shot=true2025.03 | 24.8 | |
| umt-B-25MZero-shot=true, Re-ranking=true2025.03 | 24.8 | |
| internvid-L-200MZero-shot=true, Re-ranking=true2025.03 | 24.8 | |
| internvid-B-200MPretrain Data=200M, Zero-shot=true2025.03 | 24.7 | |
| internvid-B-200MZero-shot=true, Re-ranking=true2025.03 | 24.7 | |
| internvid-L-10M-DIVPretrain Data=10M-DIV, Zero-shot=true2025.03 | 24.2 | |
| internvid-L-10M-DIVZero-shot=true, Re-ranking=true2025.03 | 24.2 | |
| videomamba-vm-5MPretrain Data=5M, Zero-shot=true2025.03 | 23 | |
| videomamba-vm-5MZero-shot=true, Re-ranking=true2025.03 | 23 | |
| internvid-L-50MPretrain Data=50M, Zero-shot=true2025.03 | 22 | |
| internvid-L-50MZero-shot=true, Re-ranking=true2025.03 | 22 | |
| umt-b 5MPretrain Data=5M, Zero-shot=true2025.03 | 20.5 | |
| umt-B-5MZero-shot=true, Re-ranking=true2025.03 | 20.5 | |
| internvid-L-10MPretrain Data=10M, Zero-shot=true2025.03 | 18.7 | |
| internvid-L-10MZero-shot=true, Re-ranking=true2025.03 | 18.7 | |
| internvid-L-WV10MPretrain Data=WV10M, Zero-shot=true2025.03 | 17.6 | |
| internvid-L-WebVid10MZero-shot=true, Re-ranking=true2025.03 | 17.6 |