Image Captioning on WHOOPS (test)
31BLEU@4BLIP-2 FlanT5-XXL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BLIP-2 FlanT5-XXLTraining Status=Pre-trained, Source=from [6]2023.11 | 31 | — | 120 | — | |
| BLIP-2 FlanT5-XXLTraining Status=Pre-trained, Evaluation=reproduced2023.11 | 28 | 26.7 | 93.1 | 17.9 | |
| BLIP-2 FlanT5-XLTraining Status=Finetuned on COCO2023.11 | 25.8 | 27 | 89.1 | 18.3 | |
| EVCAPTraining Status=End-to-end trained on COCO, Memory Expansion=w/ WHOOPS2023.11 | 24.4 | 26.1 | 86.3 | 17.8 | |
| MiniGPT4Training Status=Finetuned on COCO2023.11 | 24.2 | 26.7 | 84.8 | 18.2 | |
| EVCAPTraining Status=End-to-end trained on COCO2023.11 | 24.1 | 26.1 | 85.3 | 17.7 | |
| BLIPTraining Status=Finetuned on COCO2023.11 | 22.9 | 25 | 79.3 | 17.1 | |
| BLIPTraining Status=Pre-trained, Source=from [6]2023.11 | 13 | — | 65 | — |