Author

Aditi Gupta

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Preprint Jul 2026

Test-Time Training for Modality Order Consistency in Vision-Language Models

The results identify modality-order sensitivity as a circuit-level failure in VLMs and demonstrate that simple, asymmetric test-time adaptation can effectively mitigate it and even improve performance over the baseline.

Aditi Gupta, Yossi Gandelsman · 0 citations