Temporal Grounding on ActivityNet-MR
33.1R@0.7DynFrame-8B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DynFrame-8BSize=8B2026.05 | 33.1 | 51.5 | 72.4 | 52 | |
| TimeMakerModel Size=8B2026.02 | 33 | 49.5 | — | — | |
| VITALSize=7B2026.05 | 31.6 | 49.8 | 70.9 | 50.8 | |
| DynFrame-4BSize=4B2026.05 | 28.6 | 47.5 | 70.4 | 49.2 | |
| VideoTemp-o3Model Size=7B, Training Stage=RL2026.02 | 26.7 | 45.3 | — | — | |
| ZoomVModel Size=7B2026.02 | 26.1 | 43.9 | — | — | |
| VideoTemp-o3Model Size=7B, Training Stage=SFT2026.02 | 24.7 | 41.1 | — | — | |
| Temporal-RLTSize=7B2026.05 | 20.2 | 39 | 56.9 | 38.4 | |
| VideoChat-R1Model Size=7B2026.02 | 18.2 | 36.8 | — | — | |
| VideoChat-R1.5Size=7B2026.05 | 16.8 | 35.5 | 52.4 | 32.3 | |
| Qwen3-VL (Thinking)Size=8B2026.05 | 15.6 | 36.2 | 51.8 | 32.4 | |
| VTimeLLMModel Size=7B2026.02 | 14.3 | 30.4 | — | — | |
| Qwen3-VL (Thinking)Size=4B2026.05 | 14.1 | 34.5 | 49.8 | 30.4 | |
| LOVE-R1Size=7B2026.05 | 13 | 30.4 | 49 | 24 | |
| MomentorModel Size=7B2026.02 | 12.4 | 29.3 | — | — | |
| Qwen2.5-VLModel Size=7B2026.02 | 10.4 | 26.8 | — | — | |
| Qwen2.5-VLSize=7B2026.05 | 9.5 | 28.9 | 41.6 | 23.2 | |
| Video-R1-7BSize=7B2026.05 | 9.5 | 28.5 | 40 | 22.5 | |
| ChatVTGModel Size=7B2026.02 | 9.4 | 27.2 | — | — | |
| LongVTSize=7B2026.05 | 9.2 | 20.5 | 32.4 | 18.6 | |
| Video-R1Model Size=7B2026.02 | 6.2 | 18.3 | — | — |