Multiple Choice Questioning (MCQ) on private CCTV 80 videos (test)
88.75Accuracy (MCQ Test)+ RL
Evaluation results
| Method | Links | |
|---|---|---|
| + RLTraining=SFT+RL2026.05 | 88.75 | |
| + CCTV SFTTraining=SFT2026.05 | 86.25 | |
| + Dashcam SFTTraining=SFT2026.05 | 86.25 | |
| Gemini 2.5 ProTraining=0-shot2026.05 | 82.5 | |
| Gemini 3.1 FlashTraining=0-shot2026.05 | 80 | |
| CR2Training=0-shot2026.05 | 47.5 |