Reasoning Efficiency (Token Usage) on Blink
6Average Tokens UsedLaser
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LaserReasoning Paradigm=Latent Reasoning2026.01 | 6 | -97.3 | |
| LVRReasoning Paradigm=Latent Reasoning2026.01 | 8 | -96.4 | |
| Monet-7BReasoning Paradigm=Explicit Reasoning2026.01 | 118.3 | -47.1 | |
| VL-RethinkerReasoning Paradigm=Explicit Reasoning2026.01 | 207 | -7.4 | |
| Qwen2.5-VL-7B2026.01 | 223.5 | — |