Inverse Graphics as RL Environments: Testing Whether VLMs Can Actually See
Vision-language models can describe a scene in paragraph-length detail and still fail to tell you whether a red cube is in front of or behind a blue cylinder.
Tagged
#benchmarks
3 articles tagged with #benchmarks.
Benchmarks vs RL Environments: Why the Distinction Actually Matters
Understanding when you're working with an environment versus a benchmark changes how you design experiments, interpret results, and communicate findings. This guide covers the practical differences every RL practitioner should know.
Foundation Models Are Rewriting the Rules of Biology
Foundation models trained on biological data are transforming protein structure prediction, genomics, drug discovery, and pathology. Learn how machine learning benchmarks in 2024 are revealing biology's dark matter through RNA analysis and metagenomic discovery.