Calibration
Video-MME (with subtitle) → AI2D_TEST
AI2D_TEST is estimated from Video-MME (with subtitle) with a Michaelis–Menten + offset curve fitted on 6 models measured on both: y = 0.2534 + 2.0000·x / (1.71462 + x), R² = 0.80, cross-validated error 1.3 pp. It is used for 2 estimates.
| Estimated model | Video-MME (with subtitle) | AI2D_TEST | Source |
|---|---|---|---|
| MiniMax M3 | 85.4% | 91.8% | estimated ± 1.3 pp, medium confidence |
| LFM3-VL-2B | 69.0% | 82.7% | estimated ± 1.3 pp, low confidence |
Fitted on
| Model | Video-MME (with subtitle) | AI2D_TEST |
|---|---|---|
| Claude Opus 4.5 | 77.6% | 87.7% |
| Gemini 3 Pro | 88.4% | 94.1% |
| GPT-5.2 | 86.0% | 92.2% |
| Kimi K2.5 | 87.4% | 90.8% |
| Qwen3.5 397B | 87.5% | 93.9% |
| Qwen3.6-35B-A3B | 86.6% | 92.7% |