FCMBench V1.1 - Validity Checking: leaderboard
Metric: F1 (%). Source: arxiv.org. 28 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro | 87.27 |
| 2 | Gemini 3 Flash | 73.06 |
| 3 | Qwen 3.5 397B A17B | 71.87 |
| 4 | Claude Opus 4.5 | 71.21 |
| 5 | Kimi K2.5 | 66.65 |
| 6 | GLM-4.5V | 61.16 |
| 7 | Qwen 3 VL 32B Instruct | 60.8 |
| 8 | GLM-4.6V | 60.6 |
| 9 | GPT-5.2 | 60.05 |
| 10 | Llama 4 Maverick | 59.78 |
| 11 | GPT-5.1 | 59.16 |
| 12 | Qwen 3.5 122B A10B | 58.04 |
| 13 | Qwen 3 VL 235B A22B Instruct | 57.37 |
| 14 | Qwen 3 VL 30B A3B Instruct | 55.36 |
| 15 | Qwen 3.5 35B A3B | 54.38 |
Interactive version: theaggregate.ai/benchmark?slug=fcmbench-v1-1-validity-checking · How It Works · Data refreshed daily, snapshot 2026-09-19.