SCMerge: Spatial-Consistency-Aware Token Pair Merging for Efficient Semantic Segmentation

arXiv:2610.21642 · cs.CV · Submitted 2026-10-15 · Read on arXiv

cs.CV

Submitted: 2026-10-15

Updated: 2026-10-15

Comments: 10 pages, 4 figures

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Semantic Segmentation — 4× in this paper · explained in 2 episodes
• Consistency — 3× in this paper · explained in 3 episodes
• Transformer — 3× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Transformer Architecture — 1× in this paper · explained in 3 episodes

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