| Method | SumMe | TVSum | ||
| 未增强 | 增强 | 未增强 | 增强 | |
| DPP-LSTM | 38.6 | 42.9 | 54.7 | 59.9 |
| VANSNet | 49.71 | 51.09 | 61.42 | 62.37 |
| A-AVS | 43.9 | 44.6 | 59.4 | 60.8 |
| M-AVS | 44.4 | 46.1 | 61.0 | 61.8 |
| FCSN | 48.8 | 50.2 | 58.4 | 59.1 |
| GAN (sup) | 41.7 | 43.6 | 56.3 | 59.6 |
| DCMAN (ours) | 51.58 | 52.47 | 62.30 | 63.51 |