Meet Advanced Reasoning Benchmark (arb): A New Benchmark To Evaluate Large Language Models

Natural Language Processing has seen significant advances in recent years, with the development of sophisticated language models such as GPT 3.5, GPT 4, BERT, and PaLM. To evaluate these developments, a number of benchmarks have been created, such as GLUE and SuperGLUE. However, these benchmarks are no longer challenging enough to assess the models’ capabilities. To address this, a team of researchers has proposed a new benchmark called ARB (Advanced Reasoning Benchmark). ARB focuses on complex reasoning problems in various subject areas, such as mathematics, physics, biology, chemistry, and law. The team has evaluated GPT-4 and Claude on the ARB benchmark, and the results show that the models are still far from being able to solve the complex problems posed by the benchmark.