ResearchBenchmarksText-to-text intra-modality retrieval on 20NewsText-to-text intra-modality retrieval on 20NewsFollow36.69mAPHyFL-CLIP16.888422.029227.1732.3108Jul 1, 2026Evaluation resultsMethodMethodLinksmAPPrecision@RHyFL-CLIP2026.0736.6938.32HiMo-CLIPimplementation=our imp...implementation=our implementation2026.0735.4937.61Long-CLIPimplementation=author-...implementation=author-provided checkpoints2026.0726.7830.4FineLIPimplementation=our imp...implementation=our implementation2026.0717.6521.24