| 模型名称 | 预训练特征 | mAP | 年份 |
| CDC [26] | ActivityNet | 44.4 | 2017 |
| RED [27] | 45.3 | 2017 | |
| FATS [18] | 51.6 | 2021 | |
| IDN [6] | 50.0 | 2020 | |
| LAP [28] | 53.3 | 2020 | |
| TFN [10] | 55.7 | 2021 | |
| OadTR [7] | 58.3 | 2021 | |
| Colar [9] | 59.4 | 2022 | |
| LFB [29] | 61.6 | 2019 | |
| LSTR [8] | 65.3 | 2021 | |
| FATS [18] | Kinetics | 59.0 | 2021 |
| IDN [6] | 60.3 | 2020 | |
| TRN [5] | 62.1 | 2019 | |
| PKD [30] | 64.5 | 2020 | |
| WOAD [31] | 67.1 | 2021 | |
| LFB [29] | 64.8 | 2019 | |
| OadTR [7] | 65.2 | 2021 | |
| Colar [9] | 66.9 | 2022 | |
| LSTR [8] | 69.5 | 2021 | |
| GateHub [22] |
| 70.7 | 2022 |