Barely Significant
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Research on the robustness of the open-world test-time training model.

Front Artif Intell · 2025 · PMC12358467 · PMID 40832673

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a decreasing trendno p-value reported
Under most datasets, the model performance generally shows a decreasing trend as the proportion of poisoned samples gradually increases, especially when the weak OOD dataset is snow, fog, and frost.

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