ResearchBenchmarksImage Retrieval on roxford5kImage Retrieval on roxford5kFollow34.5mAP (Easy)LEAP17.714422.072226.4330.7878Jun 17, 2026Evaluation resultsMethodMethodLinksmAP (Easy)mAP (Medium)mAP (Hard)Mean mAPLEAPBackbone=ViT-SBackbone=ViT-S2026.0634.524.144.4621.03BaselineBackbone=ViT-SBackbone=ViT-S2026.0627.3419.364.8617.19BaselineBackbone=ViT-TinyBackbone=ViT-Tiny2026.0619.4114.162.4211.9LEAPBackbone=ViT-TinyBackbone=ViT-Tiny2026.0618.3614.212.4611.68