AIWalker

Jun 24, 2025 · Artificial Intelligence

Mamba-Adaptor Merges Adaptor‑T and Adaptor‑S to Revolutionize Vision Tasks with State‑of‑the‑Art Benchmarks

The paper introduces Mamba-Adaptor, a plug‑and‑play module combining Adaptor‑T and Adaptor‑S to overcome causal computation, long‑range forgetting, and spatial modeling limits of visual Mamba models, delivering top‑ranked results on ImageNet and COCO across multiple downstream tasks.