BenchCompass - Task-Input Attack (Open Book): leaderboard
Metric: Accuracy (%). Source: arxiv.org. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 81.7 |
| 2 | GPT-5.5 | 80 |
| 3 | DeepSeek V4 Pro | 80 |
| 4 | Gemma 4 31B (IT) | 74.8 |
| 5 | Claude Opus 4.7 | 74.8 |
| 6 | Qwen 3.5 397B A17B | 72.2 |
| 7 | GLM-5.1 | 70.4 |
| 8 | Qwen 3.5 122B A10B | 70.4 |
| 9 | Gemma 4 26B A4B (IT) | 60.9 |
| 10 | MiniMax-M2.5 | 60.9 |
| 11 | Mistral Large 3 | 51.3 |
| 12 | Llama 4 Maverick | 46.1 |
| 13 | Qwen 3 32B | 42.6 |
| 14 | Qwen 3 8B | 36.5 |
Interactive version: theaggregate.ai/benchmark?slug=benchcompass-task-input-attack-open-book · How It Works · Data refreshed daily, snapshot 2026-09-20.