Open-ended Reasoning on private CCTV 80 videos (test)
39.47Rescaled BertScore F1+ Dashcam SFT
Evaluation Results
| Method | Links | |
|---|---|---|
| + Dashcam SFTTraining=SFT2026.05 | 39.47 | |
| + CCTV SFTTraining=SFT2026.05 | 39.45 | |
| + RLTraining=SFT+RL2026.05 | 37.29 | |
| Gemini 3.1 FlashTraining=0-shot2026.05 | 23.2 | |
| Gemini 2.5 ProTraining=0-shot2026.05 | 15.6 | |
| CR2Training=0-shot2026.05 | 15.37 |