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README.md
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To simplify and relax the evaluation of synergy, we introduce a key assumption in the scoring algorithm:
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By making this assumption, we avoid the need for direct pairwise measurements between `task-task', `comprehension-generation', or `modality-modality', which would otherwise require complex and computationally intensive algorithms.
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To simplify and relax the evaluation of synergy, we introduce a key assumption in the scoring algorithm:
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> Theoretically, we posit that the stronger a model's synergy capability, the more likely it is to surpass the task performance of SoTA specialists when synergy is effectively employed.
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> Then, we can simplify the synergy measurement as: if a generalist outperforms a SoTA specialist in a specific task, we consider it as evidence of a synergy effect, i.e.,
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> leveraging the knowledge learned from other tasks or modalities to enhance its performance in the targeted task.
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By making this assumption, we avoid the need for direct pairwise measurements between `task-task', `comprehension-generation', or `modality-modality', which would otherwise require complex and computationally intensive algorithms.
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