Video Summarization on TVSum canonical (train test)
0.78F1 ScoreHuman
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HumanEvaluation Protocol=Canonical split2024.04 | 0.78 | 0.177 | 0.204 | |
| Autoregressive ModelEvaluation Protocol=Cross-dataset (trained on LfVS-P), Fine-tuned=true2024.04 | 0.7238 | 0.169 | 0.203 | |
| CLIP-ItEvaluation Protocol=Canonical split2024.04 | 0.6649 | 0.116 | 0.159 | |
| iPTNetEvaluation Protocol=Canonical split2024.04 | 0.6616 | 0.148 | 0.174 | |
| A2SummEvaluation Protocol=Canonical split2024.04 | 0.661 | 0.15 | 0.178 | |
| Autoregressive ModelEvaluation Protocol=Canonical split2024.04 | 0.6604 | 0.155 | 0.186 | |
| TL:DWEvaluation Protocol=Canonical split2024.04 | 0.6584 | 0.143 | 0.167 | |
| Autoregressive ModelEvaluation Protocol=Cross-dataset (trained on LfVS-P), Zero-shot=true2024.04 | 0.6576 | 0.151 | 0.182 |