Cross Modal Retrieval With Noisy 1
المقاييس
Image-to-text R@1
Image-to-text R@10
Image-to-text R@5
R-Sum
Text-to-image R@1
Text-to-image R@10
Text-to-image R@5
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
جدول المقارنة
| اسم النموذج | Image-to-text R@1 | Image-to-text R@10 | Image-to-text R@5 | R-Sum | Text-to-image R@1 | Text-to-image R@10 | Text-to-image R@5 |
|---|---|---|---|---|---|---|---|
| repair-rank-correlation-and-noisy-pair-half | 40.5 | 76.1 | 67.7 | 369.2 | 40.3 | 76.4 | 68.2 |
| bicro-noisy-correspondence-rectification-for | 40.8 | 76.1 | 67.2 | 370.2 | 42.1 | 76.4 | 67.6 |
| deep-evidential-learning-with-noisy | 39.0 | 75.5 | 66.1 | 364.3 | 40.7 | 76.7 | 66.3 |
| ugncl-uncertainty-guided-noisy-correspondence | 43.6 | 74.9 | 67.1 | 373.1 | 42.7 | 76.4 | 68.4 |
| nac-mitigating-noisy-correspondence-in-cross | 41.8 | 77.3 | 68.6 | 373.5 | 40.5 | 77.0 | 68.3 |
| noisy-correspondence-learning-with-meta | 40.1 | 76.6 | 65.7 | 366.7 | 40.6 | 76.3 | 67.4 |
| cross-modal-retrieval-with-partially | 41.7 | 73.6 | 66.0 | 364.4 | 41.6 | 75.1 | 66.4 |
| recon-enhancing-true-correspondence-1 | 43.1 | 78.1 | 68.7 | 380.5 | 44.9 | 77.4 | 68.3 |
| learning-to-rematch-mismatched-pairs-for | 43.0 | 75.7 | 67.5 | 374.2 | 42.8 | 77.2 | 68.0 |
| cross-modal-active-complementary-learning-1 | 41.8 | 76.5 | 67.4 | 373.7 | 41.6 | 78.4 | 68.0 |
| learning-with-noisy-correspondence-for-cross | 39.5 | 73.5 | 64.5 | 355.6 | 40.3 | 73.2 | 64.6 |
| noisy-correspondence-learning-with-self | 40.9 | 77.1 | 67.5 | 372.2 | 41.5 | 77.0 | 68.2 |
| mitigating-noisy-correspondence-by | 42.1 | 77.7 | 68.4 | 375.1 | 42.2 | 77.1 | 67.6 |
| cross-modal-retrieval-with-noisy | 40.3 | 77.1 | 68.5 | 372.6 | 40.2 | 78.3 | 68.2 |
| learning-with-noisy-correspondence | 39.5 | 73.1 | 64.0 | 355.5 | 40.6 | 73.5 | 64.8 |