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. 2026 Jun 12;16:18264. doi: 10.1038/s41598-026-44468-7

Table 7.

Experimental results for the compared state-of-the-art methods on the brain-tumor dataset. The optimal results are marked in bold.

Method mAP mAP50 mAP75 mAP(small) mAP(medium) mAP(large)
Baseline 0.142 0.270 0.137 0.006 0.181 0.126
Faster RCNN 0.150 0.227 0.188 0.048 0.178 0.126
DINO 0.288 0.430 0.377 0.202 0.333 0.386
Ours 0.314 0.468 0.345 0.161 0.373 0.608