ResearchBenchmarksReport-to-volume retrieval on CT-RATE (test)Follow16Recall@10GreenRFM-0.2243.9888.212.412Mar 5, 2026Mar 6, 2026Evaluation ResultsMethodMethodLinksRecall@10Recall@50Recall@100Recall@5GreenRFM2026.031639.954.39.5BrgSA2026.0310.128.6425.8CT-CLIP2026.0351828.72.9Ours2026.034.918.929.6—Ours w/o Lso-klloss=without Lso-klloss=without Lso-kl2026.034.717.527.9—CT-CLIP2026.03414.423.5—Merlin2026.032.77.712.71.5VocabFine2026.030.62.320.1Random2026.030.423.40.1