One-to-One Temporal Grounding on Charades TimeLens-Bench
74.1R1@0.3Gemini-2.5-Pro
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gemini-2.5-ProModel Category=Proprietary Models2026.06 | 74.1 | 61.1 | 34 | 52.8 | |
| OMTG-4BModel Category=Open-Source Models, Training Stage=RL2026.06 | 72 | 58.3 | 32 | 50.5 | |
| TimeLens-7BModel Category=Open-Source Models2026.06 | 70.5 | 55.6 | 28.4 | 48.8 | |
| OMTG-4BModel Category=Open-Source Models, Training Stage=SFT2026.06 | 70.4 | 56.9 | 31.2 | 50 | |
| Qwen3-VL-8BModel Category=Open-Source Models2026.06 | 69.2 | 53.4 | 27.5 | 48.3 | |
| Qwen3-VL-4BModel Category=Open-Source Models2026.06 | 67.1 | 47.5 | 24.1 | 45.6 | |
| GPT-4oModel Category=Proprietary Models2026.06 | 60.6 | 44.5 | 23.5 | 41.8 | |
| VideoChat-Flash-7BModel Category=Open-Source Models2026.06 | 60.2 | 37.9 | 17.8 | 39.7 | |
| Qwen2.5-VL-7BModel Category=Open-Source Models2026.06 | 59.7 | 37.8 | 16.6 | 39.3 | |
| GPT-oModel Category=Proprietary Models2026.06 | 59.3 | 42 | 22 | 40.5 | |
| Time-R1-7BModel Category=Open-Source Models2026.06 | 57.9 | 32 | 16.9 | 36.6 | |
| VideoChat-R1-7BModel Category=Open-Source Models2026.06 | 51.9 | 30.8 | 11.7 | 33.7 |