Method Drift›Long-context / context-window extension
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Cross-Resolution Phase-Aligned Attention (CRPA)
One Attention, One Scale: Phase-Aligned Rotary Positional Embeddings for Mixed-Resolution Diffusion TransformerLong-context / context-window extension · first seen Nov 24, 2025
current frontier — recent, not yet superseded in the knowledge base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Recent methods in the same sub-problem, not yet superseded in the knowledge base.