Webpage · 2026
Continual Learning Bench (site and leaderboard)
| URL | https://continual-learning-bench.com/ |
|---|---|
| Topics | ReplicHAI / Agent Evals / 11 Continual learning, memory & multi-agent |
| Tags | agent-eval, gap-sweep-2026-11 |
Abstract
Measures: Improvement of frontier agents across sequential, stateful real-world tasks (companion to arXiv 2606.05661). Metric: Reward; gain over stateless baseline; cost.
BibTeX
@misc{snorkel_ai__berkeley_continual_2026,
title = {Continual {Learning} {Bench} (site and leaderboard)},
url = {https://continual-learning-bench.com/},
abstract = {Measures: Improvement of frontier agents across sequential, stateful real-world tasks (companion to arXiv 2606.05661). Metric: Reward; gain over stateless baseline; cost.},
author = {{Snorkel AI / Berkeley}},
year = {2026},
keywords = {agent-eval, gap-sweep-2026-11},
}