SIGNPOST-Bench - Multimodal Conflict Robustness Score: leaderboard
Metric: MCRS (0-100; 100 x C^0.4 x R^0.6). Source: arxiv.org. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 72.7 |
| 2 | Gemini 3.1 Pro (Preview) | 72.23 |
| 3 | Gemini 2.5 Pro | 69.8 |
| 4 | Gemini 2.5 Flash | 64.31 |
| 5 | GPT-5 | 64.28 |
| 6 | Doubao-Seed-2.0-Pro-260215 | 64.23 |
| 7 | Claude Opus 4.6 | 62.56 |
| 8 | Claude Sonnet 4.6 | 62.08 |
| 9 | Kimi K2.5 | 61.74 |
| 10 | Qwen 3 VL 30B A3B Instruct | 58.5 |
| 11 | GPT-4o | 57.16 |
| 12 | GPT-5.4 | 54.77 |
| 13 | Qwen 3 VL 235B A22B Instruct | 53.36 |
| 14 | GPT-4o Mini | 50.68 |
| 15 | Grok 4 | 44.05 |
Interactive version: theaggregate.ai/benchmark?slug=signpost-bench-multimodal-conflict-robustness-score · How It Works · Data refreshed daily, snapshot 2026-09-19.