| Product weights were changed after earlier results were observed. These are identical model predictions under different weights, not trained-model improvements. | |
| | Model | Current 30/25/15/15/15 | Earlier 25/25/15/15/20 | Original four-panel mean | | |
| |---|---:|---:|---:| | |
| | Jev | 81.05 | 81.45 | 82.45 | | |
| | Lux | 76.72 | 76.43 | 79.06 | | |
| | Nox | 72.84 | 72.09 | 75.03 | | |
| | Kev-9B | 71.89 | 72.01 | 73.19 | | |
| | Kev-4B | 70.09 | 70.30 | 71.73 | | |
| | Qwen3.5-9B | 69.73 | 69.70 | 71.99 | | |
| | Decider | 67.71 | 67.97 | 71.75 | | |
| | Qwen3.5-4B | 67.29 | 67.24 | 70.25 | | |
| | Sol | 66.32 | 65.48 | 70.14 | | |
| | Kev-0.8B | 58.28 | 58.33 | 59.75 | | |
| | Qwen3.5-2B | 57.24 | 57.20 | 60.54 | | |
| | Laya · English | 51.03 | 50.85 | 51.76 | | |
| | Laya · Multilingual | 47.19 | 47.18 | 48.56 | | |