Image-Text Retrieval on COCO 5K
57.1R@1VACSR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VACSRNoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 57.1 | 539 | |
| VACSRNoise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 55.6 | 534.2 | |
| NPCNoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 53.8 | 529.8 | |
| NPCNoise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 51.9 | 523.4 | |
| VSE∞Noise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 51.8 | 518.6 | |
| PCME++Noise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 50.4 | 524.6 | |
| NCRNoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 48.8 | 518.6 | |
| PCMENoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 48.7 | 520.7 | |
| NCRNoise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 45.5 | 508.5 | |
| PCME++Noise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 45.5 | 511 | |
| PCMENoise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 44.4 | 508 | |
| VSE∞Noise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 19.1 | 394.1 | |
| DAANoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 6 | 212.8 | |
| DAANoise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 0.2 | 20.9 |