Designing an Adversarial Multimodal Benchmark: How to trigger VLM vision failure while passing a deterministic symbolic judge?
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Hey everyone, I am building an adversarial benchmark dataset designed to evaluate Vision-Language Models (VLMs). The overall pipeline relies on an automated "Science Judge" that validates the model's step-by-step reasoning and numerical final answer. Here is the setup, what we've already tried (and…
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Timeline · 2 reports
- 2026-09-14 08:10 · r/PromptEngineering
Designing an Adversarial Multimodal Benchmark: How to trigger VLM vision failure while passing a deterministic symbolic judge? - 2026-09-14 08:07 · r/computervision
Designing an Adversarial Multimodal Benchmark: How to trigger VLM vision failure while passing a deterministic symbolic judge?