Researchers Caution AI Benchmark Score Reliability
Leaderboard Race May Be More Marketing Than Merit
Artificial intelligence model makers routinely publish benchmark scores of their performance, but the leaderboard race may be more of an exercise in marketing than an accurate reflection of the models' abilities. Understanding model failures can be more valuable than celebrating high scores.
Artificial intelligence model makers routinely publish benchmark scores of their performance, but the leaderboard race may be more of an exercise in marketing than an accurate reflection of the models' abilities. Understanding model failures can be more valuable than celebrating high scores.