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Image-to-caption generation on MS-COCO (val)

103CIDErFlamingo
16.88839.24461.683.956Nov 22, 2022

Evaluation results

MethodLinks
FlamingoFinetuning status=Not finetuned, Model size=80B, In-context shots=4-shot2022.11103
RA-CM3Finetuning status=Not finetuned, Model size=2.7B2022.1189.1
FlamingoFinetuning status=Not finetuned, Model size=3B, In-context shots=4-shot2022.1185
Retrieval BaselineFinetuning status=Not finetuned2022.1184.1
PartiFinetuning status=Not finetuned2022.1183.9
Vanilla CM3Finetuning status=Not finetuned2022.1171.9
X-LXMERTFinetuning status=Not finetuned2022.1155.8
minDALL-EFinetuning status=Not finetuned2022.1148
ruDALL-E-XLFinetuning status=Not finetuned2022.1138.7
DALL-E SmallFinetuning status=Not finetuned, Model size=Small2022.1120.2