Resource Utilization on MSR-VTT (Video-Language Understanding)
3,751Initial Memory (MB)Video-LLaMA3
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Video-LLaMA3Size=2B2026.04 | 3,751 | 26,705 | 22,955 | 33.5 | |
| InternVL2.5Size=2.2B2026.04 | 4,593 | 12,698 | 8,105 | 31.5 | |
| ABMambaSize=3.6B2026.04 | 7,088 | 7,570 | 482 | 95.4 | |
| Video-ChatGPTSize=7B2026.04 | 13,440 | 15,505 | 2,066 | 38.1 | |
| LLaVA-OneVisionSize=7B2026.04 | 15,813 | 21,004 | 5,191 | 24.8 | |
| Video-LLaVASize=7B2026.04 | 28,104 | 30,652 | 2,548 | 28.9 |