Highlight Detection on TV-Sum 41 (test)
90.8VTLLMEPET
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LLMEPETAudio modality=false2024.12 | 90.8 | 91.9 | 94.2 | 88.7 | 85.8 | 90.4 | 78.6 | 93.4 | 88.3 | 78.7 | 88.1 | |
| CO-AVAudio modality=true2024.12 | 90.8 | 72.8 | 84.6 | 85 | 78.3 | 78 | 72.8 | 77.1 | 89.5 | 72.3 | 80.1 | |
| FlashVTGAudio modality=false2024.12 | 88.32 | 94.33 | 91.5 | 87.7 | 87.08 | 91.12 | 74.7 | 93.4 | 90.3 | 81.7 | 88 | |
| UMTAudio modality=true2024.12 | 87.5 | 81.5 | 88.2 | 78.8 | 81.4 | 87 | 76 | 86.9 | 84.4 | 79.6 | 83.1 | |
| SL-ModuleAudio modality=false2024.12 | 86.5 | 68.7 | 74.9 | 86.2 | 79 | 63.2 | 58.9 | 72.6 | 78.9 | 64 | 73.3 | |
| R2-tuningAudio modality=false2024.12 | 85 | 85.9 | 91 | 81.7 | 88.8 | 87.4 | 78.1 | 89.2 | 90.3 | 74.7 | 85.2 | |
| TCGAudio modality=true2024.12 | 85 | 71.4 | 81.9 | 78.6 | 80.2 | 75.5 | 71.6 | 77.3 | 78.6 | 68.1 | 76.8 | |
| PLDAudio modality=false2024.12 | 84.5 | 80.9 | 70.3 | 72.5 | 76.4 | 87.2 | 71.9 | 74 | 74.4 | 79.1 | 77.1 | |
| UniVTGAudio modality=false2024.12 | 83.9 | 85.1 | 89 | 80.1 | 84.6 | 81.4 | 70.9 | 91.7 | 73.5 | 69.3 | 81 | |
| Joint-VAAudio modality=true2024.12 | 83.7 | 57.3 | 78.5 | 86.1 | 80.1 | 69.2 | 70 | 73 | 97.4 | 67.5 | 76.3 | |
| MINI-NetAudio modality=true2024.12 | 80.6 | 68.3 | 78.2 | 81.8 | 78.1 | 65.8 | 57.8 | 75 | 80.2 | 65.5 | 73.2 | |
| TrailerAudio modality=false2024.12 | 61.3 | 54.6 | 65.7 | 60.8 | 59.1 | 70.1 | 58.2 | 64.7 | 65.6 | 68.1 | 62.8 | |
| LIM-SAudio modality=false2024.12 | 55.9 | 42.9 | 61.2 | 54 | 60.4 | 47.5 | 43.2 | 66.3 | 69.1 | 62.6 | 56.3 |