CoT Length Prediction on LongVideoBench 60
0.4525rMAEFuel Gauge
Evaluation results
| Method | Links | |
|---|---|---|
| Fuel GaugeBackbone=Intern-S1-mini-8B2026.03 | 0.4525 | |
| Fuel GaugeBackbone Model=Qwen3VL-4B2026.03 | 0.4645 | |
| Fuel GaugeBackbone Model=Qwen3VL-2B2026.03 | 0.5049 | |
| Mean (Section 6.1)Backbone=Intern-S1-mini-8B2026.03 | 1.13 | |
| MeanBackbone Model=Qwen3VL-4B2026.03 | 4.887 | |
| MedianBackbone Model=Qwen3VL-4B2026.03 | 5.41 | |
| DirectBackbone Model=Qwen3VL-4B2026.03 | 5.877 | |
| MeanBackbone Model=Qwen3VL-2B2026.03 | 7.384 | |
| MedianBackbone Model=Qwen3VL-2B2026.03 | 7.967 | |
| DirectBackbone Model=Qwen3VL-2B2026.03 | 10.397 |