Temporal Video Grounding on Charades-TimeLens (test)
74.1R@0.3 (IoU=0.3)Gemini-2.5-Pro
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Gemini-2.5-Pro2026.02 | 74.1 | 61.1 | 34 | |
| Video-OPDbackbone=Qwen3-VL-8B2026.02 | 73.1 | 45.8 | 32.4 | |
| GRPObackbone=Qwen3-VL-8B2026.02 | 72.7 | — | 27.6 | |
| Gemini-2.5-Flash2026.02 | 68.7 | 56.1 | 30.6 | |
| OP-RKDbackbone=Qwen3-VL-8B2026.02 | 67.3 | 47 | 27.8 | |
| OP-FKDbackbone=Qwen3-VL-8B2026.02 | 66.9 | 47.3 | 27.6 | |
| Gemini-2.0-Flash2026.02 | 66.4 | 53.5 | 27.1 | |
| Qwen3-VL-8B-Instructreproduced=true2026.02 | 61.7 | 41.5 | 23.1 | |
| GPT-4o2026.02 | 60.6 | 44.5 | 23.5 | |
| VideoChat-Flash-7B2026.02 | 60.2 | 37.9 | 17.8 | |
| GPT-52026.02 | 59.3 | 42 | 22 | |
| Qwen2.5-VL-7Breproduced=true2026.02 | 58.1 | 35.1 | 18.2 | |
| Time-R1-7B2026.02 | 57.9 | 32 | 16.9 | |
| MiMo-VL-7B2026.02 | 57.9 | 42.6 | 20.5 | |
| VideoChat-R1-7B2026.02 | 51.9 | 30.8 | 11.7 | |
| VideoChat-R1.5-7Breproduced=true2026.02 | 46.4 | 24 | 10.4 | |
| TVG-R1-7Breproduced=true2026.02 | 44.5 | 23.6 | 12.4 |