Continual Learning Bench — leaderboard

Agent benchmark for learning across sequences of related tasks, measuring whether systems improve from prior attempts instead of solving each task independently.

Source: continual-learning-bench.com.

Interactive version: theaggregate.ai/benchmark?slug=continual-learning-bench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.