FCMBench V1.1 - Consistency Checking: leaderboard
Metric: F1 (%). Source: arxiv.org. 28 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 69.93 |
| 2 | Qwen 3 VL 32B Instruct | 65.53 |
| 3 | Claude Opus 4.5 | 63.97 |
| 4 | Kimi K2.5 | 63.66 |
| 5 | Qwen 3 VL 235B A22B Instruct | 62.65 |
| 6 | GLM-4.6V | 62.49 |
| 7 | Gemini 3 Pro | 60.68 |
| 8 | GPT-5.2 | 59.34 |
| 9 | GLM-4.5V | 59.29 |
| 10 | Qwen 3 VL 8B Instruct | 54.81 |
| 11 | Qwen 3.5 397B A17B | 54.75 |
| 12 | Qwen 3.5 35B A3B | 49.89 |
| 13 | Qwen 3 VL 30B A3B Instruct | 42.28 |
| 14 | Qwen 3.5 122B A10B | 41.96 |
| 15 | GPT-5.1 | 40.58 |
Interactive version: theaggregate.ai/benchmark?slug=fcmbench-v1-1-consistency-checking · How It Works · Data refreshed daily, snapshot 2026-09-19.