| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Ad-hoc Video Search | TRECVID (TV16) 2016 (test) | infAP17.3 | 29 | |
| Ad-hoc Video Search | TRECVID TV17 2017 (test) | infAP29 | 28 | |
| Ad-hoc Video Search | TRECVID (TV18) 2018 (test) | infAP14.7 | 26 | |
| Shot Boundary Detection | TRECVID 2007 (test) | Abrupt F-score0.9749 | 18 | |
| Ad-hoc Video Search | TRECVID TV19 2019 (test) | infAP19.2 | 17 | |
| Text-to-Video Retrieval | TRECVid IACC.3 2017 (tv17) | xinfAP37.1 | 16 | |
| Text-to-Video Retrieval | TRECVid V3C1 2020 (tv20) | xinfAP0.379 | 15 | |
| Text-to-Video Retrieval | TRECVid V3C2 2022 | xinfAP28.2 | 13 | |
| Text-to-Video Retrieval | TRECVid V3C1 2021 (tv21) | xinfAP42 | 13 | |
| Ad-hoc Video Search | TRECVID AVS V3C1 2020 | infAP0.358 | 8 | |
| Shot Boundary Detection (Gradual) | TRECVID 2007 (test) | Precision0.869 | 8 | |
| Shot Boundary Detection | TRECVID 4,096s video (test) | Speed-up Factor19.3 | 4 | |
| Shot Boundary Detection | TRECVID 2007 | Abrupt F-score0.972 | 3 | |
| Shot Boundary Detection | TRECVID D6-NAD58 2001 | Abrupt F-score96.2 | 3 | |
| Shot Boundary Detection | TRECVID D4-anni10 2001 | F1-Score (Abrupt)0.918 | 3 | |
| Shot Boundary Detection | TRECVID D3-anni9 2001 | Abrupt F-score0.961 | 3 | |
| Shot Boundary Detection | TRECVID D2-anni6 2001 | Abrupt F-score0.988 | 3 | |
| Shot Boundary Detection | TRECVID 2006 | Abrupt F-score89.9 | 2 | |
| Shot Boundary Detection | TRECVID 2005 | Abrupt F-score93.5 | 2 | |
| Shot Boundary Detection | TRECVID 2004 | Abrupt F-score92.9 | 2 | |
| Shot Boundary Detection | TRECVID D5-NAD57 2001 | Abrupt F-score95.7 | 2 | |
| Shot Boundary Detection | TRECVID D1-anni5 2001 | Abrupt F-score85 | 2 |