Image-to-Text Retrieval on Flickr30k (1,000 Images, 5,000 Captions)
79.5Recall@1CLIP ViT-B/32
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CLIP ViT-B/32|S|=400M2026.03 | 79.5 | 95 | 98.1 | |
| Procrustes|S|=5002026.03 | 55.5 | 55.5 | 63.1 | |
| Relative Reps|S|=5002026.03 | 26.6 | 26.6 | 34.6 | |
| Relative Reps|S|=1002026.03 | 13.4 | 13.4 | 19 | |
| Procrustes|S|=1002026.03 | 12.1 | 12.1 | 15.9 | |
| FMap|S|=5002026.03 | 4.3 | 4.3 | 8.9 | |
| Relative Reps|S|=202026.03 | 3.4 | 3.4 | 5 | |
| FMap|S|=1002026.03 | 2.2 | 2.2 | 3.9 | |
| Procrustes|S|=202026.03 | 2.1 | 2.1 | 3.2 | |
| FMap|S|=202026.03 | 0.9 | 0.9 | 2.1 | |
| FMap Unsupervised (HKS)|S|=02026.03 | 0.7 | 0.7 | 1.1 | |
| Raw Cosine|S|=02026.03 | 0.1 | 0.1 | 0.1 | |
| CCA|S|=1002026.03 | 0.1 | 0.1 | 0.2 | |
| CCA|S|=202026.03 | 0 | 0 | 0.3 | |
| CCA|S|=5002026.03 | 0 | 0 | 0.1 |