Video Understanding on LV-Bench
54.22ERThinking
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Thinking2026.03 | 54.22 | 51.62 | 62.07 | 46.82 | 55.5 | 40.35 | 53.47 | |
| Instruct2026.03 | 56.15 | 53.78 | 65.86 | 50.45 | 60 | 43.86 | 56.19 | |
| TWWmode=multi-turn, checkpoint=Stage 32026.03 | 56.44 | 54.39 | 66.55 | 50.91 | 61.5 | 45.61 | 56.81 | |
| TWWmode=single-turn, checkpoint=Stage 32026.03 | 57.33 | 54.7 | 67.59 | 51.36 | 62.5 | 52.63 | 57.68 | |
| TWWmode=Batch, checkpoint=Stage 32026.03 | 58.07 | 54.24 | 66.21 | 51.36 | 62 | 47.37 | 57.39 |