MMPCBench - Missing Premise PCQ: leaderboard
Metric: PCQ (0-100). Source: arxiv.org. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.5 (Thinking) | 44.6 |
| 2 | Qwen 3 VL 235B A22B Instruct | 42.2 |
| 3 | Qwen 3 VL 30B A3B Instruct | 38.3 |
| 4 | GPT-5.1 (High) | 37.6 |
| 5 | Qwen 3 VL 8B Instruct | 36.8 |
| 6 | GPT-5 Mini | 28.1 |
| 7 | GPT-5.2 | 25.8 |
| 8 | Gemini 3 Pro | 24.9 |
| 9 | Gemma 3 12B (IT) | 21 |
| 10 | Gemma 3 27B (IT) | 20.6 |
| 11 | Gemini 3 Flash | 19.9 |
| 12 | GLM-4.6V | 11.9 |
| 13 | Gemma 3 4B (IT) | 11.8 |
Interactive version: theaggregate.ai/benchmark?slug=mmpcbench-missing-premise-pcq · How It Works · Data refreshed daily, snapshot 2026-09-19.