CRAM (Mixture-of-experts routing): current frontier — recent, not yet superseded in the knowledge base. 0 paper(s) critique it, 0 beat it on benchmarks — not ranked as a superseded baseline. Sub-problem: cluster led by MoE-LoRA. Newer alternatives in the same sub-problem include CRAM.

Mixture-of-experts routing

CRAM

CRAM: Centroid-Routing and Adaptive MoE for Multimodal Continual Instruction Tuning

On the frontierfirst seen Jun 1, 2026

Current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

What to use instead

Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.

CRAMCRAM: Centroid-Routing and Adaptive MoE for Multimodal Continual Instruction Tuning
Jun 1, 2026