# Video-MME (w/o subtitle) → CountBench

Calibration · https://benchgap.net/calibration/1612 · data retrieved 2026-10-29

CountBench is estimated from Video-MME (w/o subtitle) with a offset logistic curve fitted on 6 models measured on both: y = 0.9177 + (0.9537 − 0.9177) / (1 + exp(−193.49·(x − 0.8259))), R² = 0.36, cross-validated error 4.3 pp. It is used for 0 estimates.

## Fitted on

| Model | Video-MME (w/o subtitle) | CountBench |
|---|---|---|
| [Claude Opus 4.5](https://benchgap.net/model/claude-opus-4-5.md) | 81.4% | 90.6% |
| [Gemini 3 Pro](https://benchgap.net/model/gemini-3-pro.md) | 87.7% | 97.3% |
| [GPT-5.2](https://benchgap.net/model/gpt-5-2.md) | 85.8% | 91.9% |
| [Kimi K2.5](https://benchgap.net/model/kimi-k2-5.md) | 83.2% | 94.1% |
| [LFM3-VL-2B](https://benchgap.net/model/lfm3-vl-2b.md) | 62.8% | 93.0% |
| [Qwen3.5 397B](https://benchgap.net/model/qwen3-5-397b.md) | 83.7% | 97.2% |