Video on SumMe
Metric: Kendall's Tau (higher is better)
Metric: Kendall's Tau (higher is better)
| # | Model↕ | Kendall's Tau▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CSTA | 0.246 | No | CSTA: CNN-based Spatiotemporal Attention for Vid... | 2024-05-20 | Code |
| 2 | CSTA | 0.246 | No | CSTA: CNN-based Spatiotemporal Attention for Vid... | 2024-05-20 | Code |
| 3 | RR-STG | 0.211 | No | - | - | - |
| 4 | MSVA | 0.2 | No | Supervised Video Summarization via Multiple Feat... | 2021-04-23 | Code |
| 5 | SSPVS(+Text) | 0.192 | No | Progressive Video Summarization via Multimodal S... | 2022-01-07 | Code |
| 6 | SSPVS | 0.178 | No | Progressive Video Summarization via Multimodal S... | 2022-01-07 | Code |
| 7 | VASNet [DBLP:conf/accv/FajtlSAMR18] | 0.16 | No | Supervised Video Summarization via Multiple Feat... | 2021-04-23 | Code |
| 8 | A2Summ | 0.108 | No | Align and Attend: Multimodal Summarization with ... | 2023-03-13 | Code |
| 9 | VJMHT | 0.106 | No | Video Joint Modelling Based on Hierarchical Tran... | 2021-12-27 | Code |
| 10 | iPTNet | 0.101 | Yes | - | - | - |
| 11 | HMT | 0.079 | No | Hierarchical Multimodal Transformer to Summarize... | 2021-09-22 | - |
| 12 | DMASum | 0.063 | No | Query Twice: Dual Mixture Attention Meta Learnin... | 2020-08-19 | - |