CoT Length Prediction on LongVideoBench 15
0.4527rMAEFuel Gauge
Evaluation results
| Method | Links | |
|---|---|---|
| Fuel GaugeBackbone Model=Qwen3VL-4B2026.03 | 0.4527 | |
| Fuel GaugeBackbone Model=Qwen3VL-2B2026.03 | 0.4834 | |
| MeanBackbone Model=Qwen3VL-2B2026.03 | 3.159 | |
| MedianBackbone Model=Qwen3VL-2B2026.03 | 3.557 | |
| MeanBackbone Model=Qwen3VL-4B2026.03 | 3.706 | |
| MedianBackbone Model=Qwen3VL-4B2026.03 | 4.122 | |
| DirectBackbone Model=Qwen3VL-4B2026.03 | 4.782 | |
| DirectBackbone Model=Qwen3VL-2B2026.03 | 9.833 | |
| Fuel GaugeBackbone=Intern-S1-mini-8B2026.03 | 49.02 | |
| Mean (Section 6.1)Backbone=Intern-S1-mini-8B2026.03 | 85.98 |