Method DriftLong-context / context-window extension

Tracked

Mask Prior Suppression and Monotonic RoPE Scaling

Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models

Long-context / context-window extension · first seen May 14, 2026

current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

Newer alternatives

Recent methods in the same sub-problem, not yet superseded in the knowledge base.