Image-Text Matching on EQ-AG EQBEN
32.49Text ScoreFIBER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FIBERZero-shot=true2023.03 | 32.49 | 24.05 | 13.7 | |
| FIBER + EQSIMEQSIM=true, Fine-tuning=Flickr30K2023.03 | 29.93 | 23.42 | 12.64 | |
| METER + FT (F30K)Fine-tuning=Flickr30K2023.03 | 29.5 | 16.3 | 8.12 | |
| METER + EQSIMEQSIM=true, Fine-tuning=Flickr30K2023.03 | 28.85 | 20.09 | 10.76 | |
| METERZero-shot=true2023.03 | 28.7 | 15.8 | 7.88 | |
| FIBER + FT (F30K)Fine-tuning=Flickr30K2023.03 | 26.99 | 18.69 | 9.24 | |
| BLIPZero-shot=true2023.03 | 19.76 | 13.87 | 6.31 | |
| LXMERTZero-shot=true2023.03 | 18.17 | 9.02 | 4.46 | |
| VILBERTZero-shot=true2023.03 | 17.43 | 8.36 | 3.89 | |
| ViLTZero-shot=true2023.03 | 15.37 | 9.89 | 3.45 | |
| CLIP (RN-50)Zero-shot=true, Backbone=ResNet-502023.03 | 14.52 | 10.44 | 3.5 | |
| CLIP (ViT-B/32)Zero-shot=true, Backbone=ViT-B/322023.03 | 13.91 | 8.72 | 3.32 | |
| ALBEFZero-shot=true2023.03 | 11.28 | 15.17 | 3.93 | |
| FLAVAZero-shot=true2023.03 | 6.59 | 13.47 | 2.15 |