Video Summarization on SumMe canonical (train test)
0.6042F1 ScoreAutoregressive Model
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Autoregressive ModelEvaluation Protocol=Cross-dataset (trained on LfVS-P), Fine-tuned=true2024.04 | 0.6042 | 0.147 | 0.171 | |
| A2SummEvaluation Protocol=Canonical split2024.04 | 0.5709 | 0.121 | 0.143 | |
| Autoregressive ModelEvaluation Protocol=Canonical split2024.04 | 0.5694 | 0.13 | 0.152 | |
| Autoregressive ModelEvaluation Protocol=Cross-dataset (trained on LfVS-P), Zero-shot=true2024.04 | 0.5672 | 0.125 | 0.148 | |
| iPTNetEvaluation Protocol=Canonical split2024.04 | 0.5661 | 0.114 | 0.131 | |
| TL:DWEvaluation Protocol=Canonical split2024.04 | 0.5646 | 0.111 | 0.128 | |
| CLIP-ItEvaluation Protocol=Canonical split2024.04 | 0.5447 | 0.109 | 0.12 | |
| HumanEvaluation Protocol=Canonical split2024.04 | 0.54 | 0.205 | 0.213 |