Image-Text Retrieval on COCO (1K)
76.4R@1VACSR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VACSRNoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 76.4 | 539 | |
| VACSRNoise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 75.1 | 534.2 | |
| NPCNoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 73.1 | 529.8 | |
| VSE∞Noise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 72 | 518.6 | |
| PCME++Noise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 71.6 | 524.6 | |
| BiCroNoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 71.3 | 523.2 | |
| NPCNoise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 71.3 | 523.4 | |
| PCMENoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 70.3 | 520.7 | |
| NCRNoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 70.1 | 518.6 | |
| PCME++Noise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 67.6 | 511 | |
| NCRNoise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 66.8 | 508.5 | |
| PCMENoise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 66.6 | 508 | |
| VSE∞Noise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 39.2 | 394.1 | |
| DAANoise Ratio=20%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 15.3 | 212.8 | |
| DAANoise Ratio=50%, Backbone=ViT-B/32, Retrieval Direction=Average2026.05 | 0.8 | 20.9 |