1 INTRODUCTION  
2 PRELIMINARIES  
3 IMAGE-BASED VIDEO FOUNDATION MODELS  
4 VIDEO-BASED MODELS  
5 UNIVERSAL FOUNDATIONAL MODELS (UFMS)  
6 RESULTS AND DISCUSSION  
7 CHALLENGES AND FUTURE DIRECTIONS  
8 CONCLUSION  