Video Temporal Grounding on Charades-TimeLens refined (test)
0.741R@1 (IoU=0.3)Gemini-1.5-Pro
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gemini-1.5-ProModel Category=Proprietary2025.12 | 0.741 | 0.611 | 0.34 | 0.528 | |
| TimeLens-7BModel Category=Open-Source2025.12 | 0.705 | 0.556 | 0.284 | 0.488 | |
| Gemini-1.5-FlashModel Category=Proprietary2025.12 | 0.687 | 0.561 | 0.306 | 0.486 | |
| Gemini-1.0-ProModel Category=Proprietary2025.12 | 0.664 | 0.535 | 0.271 | 0.467 | |
| GPT-4oModel Category=Proprietary2025.12 | 0.606 | 0.445 | 0.235 | 0.418 | |
| VideoChat-Flash-7BModel Category=Open-Source2025.12 | 0.602 | 0.379 | 0.178 | 0.397 | |
| Qwen2.5-VL-7BModel Category=Open-Source, Status=Baseline2025.12 | 0.597 | 0.378 | 0.166 | 0.393 | |
| GPT-4VModel Category=Proprietary2025.12 | 0.593 | 0.42 | 0.22 | 0.405 | |
| TimeChat-7BModel Category=Open-Source2025.12 | 0.579 | 0.32 | 0.169 | 0.366 | |
| MiMo-VL-7BModel Category=Open-Source2025.12 | 0.579 | 0.426 | 0.205 | 0.396 | |
| VideoChat2-7BModel Category=Open-Source2025.12 | 0.519 | 0.308 | 0.117 | 0.337 |