Zero-shot agents rarely outperform a simple mean baseline, except with stronger backbones or compact, semantically meaningful features

We find that zero-shot agents rarely outperform a simple mean baseline, except with stronger backbones or compact, semantically meaningful features.

http://arxiv.org/abs/2608.27219v1