Video Saliency and Highlight Detection on TVSum (test)
0.5PLCCHiVid
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HiVidModel Category=Large Model-based2026.02 | 0.5 | 0.52 | 67 | 40 | |
| VASNetModel Category=Vision Saliency-based2026.02 | 0.45 | 0.45 | 66 | 34 | |
| MLPModel Category=Vision Saliency-based2026.02 | 0.44 | 0.43 | 62 | 38 | |
| SL-moduleModel Category=Vision Saliency-based2026.02 | 0.43 | 0.43 | 57 | 33 | |
| DETRModel Category=Vision Saliency-based2026.02 | 0.42 | 0.44 | 63 | 33 | |
| VideoLLaMA3Model Category=Large Model-based2026.02 | 0.41 | 0.41 | 52 | 29 | |
| PGL-SUMModel Category=Vision Saliency-based2026.02 | 0.39 | 0.4 | 59 | 37 | |
| VILAModel Category=Large Model-based2026.02 | 0.37 | 0.37 | 53 | 31 | |
| FlamingoModel Category=Large Model-based2026.02 | 0.32 | 0.3 | 47 | 25 |