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ResearchFormerly WizWand

Cross-modal Retrieval on MSCOCO (5K)

83.4Mean Recall (ja)ALIGN-L2
44.50454.60264.774.798Sep 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ALIGN-L2Evaluation Protocol=Fine-tuned, Data=AT-en, Type=Dual Encoder2021.0983.4—
MURAL-LARGEEvaluation Protocol=Fine-tuned, Data=AT+MBT, Type=Dual Encoder2021.0981.381.2
MURAL-BASEEvaluation Protocol=Fine-tuned, Data=AT+MBT, Type=Dual Encoder2021.0974.975.4
ALIGN-BASEEvaluation Protocol=Fine-tuned, Data=AT, Type=Dual Encoder2021.0974.176.1
ALIGN-BASEEvaluation Protocol=Fine-tuned, Data=TrTrain(AT-en), Type=Dual Encoder2021.0972.574.8
MURAL-BASEEvaluation Protocol=Fine-tuned, Data=TrTrain(CC12m)+EOBT, Type=Dual Encoder2021.0971.973.7
MURAL-LARGEEvaluation Protocol=Zero-shot, Data=AT+MBT, Type=Dual Encoder2021.0964.667.7
MURAL-BASEEvaluation Protocol=Zero-shot, Data=AT+MBT, Type=Dual Encoder2021.0954.459.5
ALIGN-BASEEvaluation Protocol=Zero-shot, Data=AT, Type=Dual Encoder2021.0953.959.6
ALIGN-BASE-ENEvaluation Protocol=Zero-shot, Data=AT-en-translate-test, Type=Dual Encoder2021.0951.960.6
MURAL-BASEEvaluation Protocol=Zero-shot, Data=TrTrain(CC12m)+EOBT, Type=Dual Encoder2021.0949.758
ALIGN-BASEEvaluation Protocol=Zero-shot, Data=TrTrain(AT-en), Type=Dual Encoder2021.094655.9