ResearchBenchmarksComposed Video Retrieval on FineCVR (test)Composed Video Retrieval on FineCVR (test)Follow96.38Recall@1PREGEN3.320827.480451.6475.7996Jan 20, 2026Evaluation resultsMethodMethodLinksRecall@1Recall@5Recall@10Recall@50PREGENlayers=fulllayers=full2026.0196.3899.9599.9899.99FDCA-BLIP2026.0126.7963.2178.6597.25FDCA-CLIP2026.0125.8455.8470.2394.33FreestyleRet2026.0120.3952.9868.3793.03CoVR2026.0117.0541.5756.685.56TFR-CVR2026.0115.2140.1252.7881.75PREGENlayers=1layers=12026.016.912.2117.4239.95