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ResearchFormerly WizWand

Zero-shot Text-to-Audio-Video Retrieval on DiDeMo

53.7Recall@1PEAVS-OOD
35.39640.14844.949.652Dec 22, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PEAVS-OODJoint Query Strategy=Approximated, Model Scale=Small, Training Domain=Out-of-domain2025.1253.7
PEAVL-OODJoint Query Strategy=Approximated, Model Scale=Large, Training Domain=Out-of-domain2025.1252.7
PEAVB-OODJoint Query Strategy=Approximated, Model Scale=Base, Training Domain=Out-of-domain2025.1252
PEAVLJoint Query Strategy=Approximated, Model Scale=Large, Training Domain=In-domain2025.1251.4
PEAVSJoint Query Strategy=Approximated, Model Scale=Small, Training Domain=In-domain2025.1249.8
PEAVBJoint Query Strategy=Approximated, Model Scale=Base, Training Domain=In-domain2025.1249.6
PEAVL-OODJoint Query Strategy=Native, Model Scale=Large, Training Domain=Out-of-domain2025.1248.8
PEAVS-OODJoint Query Strategy=Native, Model Scale=Small, Training Domain=Out-of-domain2025.1248
PEAVB-OODJoint Query Strategy=Native, Model Scale=Base, Training Domain=Out-of-domain2025.1248
LanguageBindJoint Query Strategy=Approximated2025.1244.2
PEAVLJoint Query Strategy=Native, Model Scale=Large, Training Domain=In-domain2025.1243
PEAVSJoint Query Strategy=Native, Model Scale=Small, Training Domain=In-domain2025.1240
PEAVBJoint Query Strategy=Native, Model Scale=Base, Training Domain=In-domain2025.1239.8
ImageBindJoint Query Strategy=Approximated2025.1236.1