Video Saliency and Highlight Detection on SumMe (test)
0.47PLCCHiVid
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HiVidModel Category=Large Model-based2026.02 | 0.47 | 0.47 | 0.62 | 0.37 | |
| SL-moduleModel Category=Vision Saliency-based2026.02 | 0.39 | 0.39 | 0.53 | 0.3 | |
| DETRModel Category=Vision Saliency-based2026.02 | 0.38 | 0.39 | 0.61 | 0.32 | |
| MLPModel Category=Vision Saliency-based2026.02 | 0.37 | 0.37 | 0.52 | 0.31 | |
| VASNetModel Category=Vision Saliency-based2026.02 | 0.37 | 0.37 | 0.57 | 0.33 | |
| VideoLLaMA3Model Category=Large Model-based2026.02 | 0.35 | 0.35 | 0.49 | 0.24 | |
| VILAModel Category=Large Model-based2026.02 | 0.35 | 0.36 | 0.55 | 0.33 | |
| PGL-SUMModel Category=Vision Saliency-based2026.02 | 0.33 | 0.34 | 0.53 | 0.35 | |
| FlamingoModel Category=Large Model-based2026.02 | 0.31 | 0.3 | 0.39 | 0.23 |