evaluation metrics

Beyond Benchmarks: Why AI Evaluation Needs a Reality Check

In case you have been following AI nowadays, you may have probably seen headlines reporting the breakthrough achievements of AI fashions attaining benchmark data. From ImageNet picture recognition duties to attaining superhuman scores in translation and medical picture diagnostics,...

Teaching AI to Give Better Video Critiques

Whereas Massive Imaginative and prescient-Language Fashions (LVLMs) will be helpful aides in decoding among the extra arcane or difficult submissions in pc imaginative and prescient literature, there's one space the place they're hamstrung: figuring out the deserves and subjective...

Understanding Diffusion Models: A Deep Dive into Generative AI

Diffusion fashions have emerged as a robust strategy in generative AI, producing state-of-the-art leads to picture, audio, and video era. On this in-depth technical article, we'll discover how diffusion fashions work, their key improvements, and why they've turn out...

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