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Composed Video Retrieval on CoVR (test)

68.3Recall@1VIRTUE-Embed†
44.546450.713256.8863.0468Jan 17, 2026

Evaluation results

MethodLinks
VIRTUE-Embed†number of parameters=7B, Training=Contrastively trained on CoVR dataset2026.0168.388.693.4
Thawakar et. alTraining=Contrastively trained on CoVR dataset2026.0160.1284.3291.27
VIRTUE-Embed 7Bzero-shot=true, parameters=7B2026.0155.4979.4186.26
COVR-BLIPTraining=Contrastively trained on CoVR dataset2026.0153.1379.9386.85
Thawakar et. alzero-shot=true2026.0147.5272.1882.37
COVR-BLIPzero-shot=true2026.0145.4670.4679.54