Research Article
Hybrid Relative Attributes Based on Sparse Coding for Zero-Shot Image Classification
Table 7
Comparisons of zero-shot image classification accuracies on OSR dataset (%).
| Taining categories | DAP | RFUA-SRA | HAP-SRA | -SRA | -SRA | MLE-RA | SC-HRA |
| 6 | 54.15 | 55.29 | 56.87 | 58.16 | 57.11 | 60.50 | 62.92 | 5 | 37.64 | 44.41 | 46.99 | 48.28 | 47.32 | 50.71 | 54.97 | 4 | 27.37 | 38.14 | 40.63 | 42.01 | 40.69 | 43.99 | 47.04 | 3 | 24.48 | 27.02 | 27.69 | 29.87 | 28.29 | 31.76 | 35.65 | 2 | 20.80 | 22.30 | 23.52 | 24.90 | 23.58 | 26.79 | 29.13 | Average | 32.888 | 37.432 | 39.14 | 40.644 | 39.40 | 42.75 | 45.94 |
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