Image-Text Matching on YouCook2 EQBEN
59.22Text ScoreBLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BLIPZero-shot=true2023.03 | 59.22 | 58.36 | 46.31 | |
| FIBER + EQSIMEQSIM=true, Fine-tuning=Flickr30K2023.03 | 58.26 | 57.1 | 45.1 | |
| FIBER + FT (F30K)Fine-tuning=Flickr30K2023.03 | 57.7 | 56.46 | 44.33 | |
| ALBEFZero-shot=true2023.03 | 57.01 | 58.04 | 44.9 | |
| METER + EQSIMEQSIM=true, Fine-tuning=Flickr30K2023.03 | 54.12 | 53.12 | 40.29 | |
| METER + FT (F30K)Fine-tuning=Flickr30K2023.03 | 52.68 | 48.31 | 36.52 | |
| METERZero-shot=true2023.03 | 52.18 | 49.42 | 36.81 | |
| FIBERZero-shot=true2023.03 | 52.04 | 50.84 | 38.32 | |
| FLAVAZero-shot=true2023.03 | 51.66 | 54.78 | 39.68 | |
| CLIP (ViT-B/32)Zero-shot=true, Backbone=ViT-B/322023.03 | 49.48 | 51.1 | 36.5 | |
| CLIP (RN-50)Zero-shot=true, Backbone=ResNet-502023.03 | 47.72 | 47.99 | 34.05 | |
| ViLTZero-shot=true2023.03 | 44.61 | 46.69 | 31.74 | |
| VILBERTZero-shot=true2023.03 | 14.78 | 12.75 | 5.18 | |
| LXMERTZero-shot=true2023.03 | 13.96 | 11.98 | 4.55 |