Few-shot Image Classification on 11 CLIP Target Datasets
74.57Accuracy
CLAP
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2023.12 | 74.57 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 74.42 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 74.37 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 74.28 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 73.94 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 73.65 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 73.35 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 73.33 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 72.08 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 71.41 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 71.4 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 71.23 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 69.85 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 69.13 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 68.6 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 68.45 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 67.54 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 66.47 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 66.07 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 65.23 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 64.9 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 64.61 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 62.79 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 62.61 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 62.59 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 61.78 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 61.28 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 59.56 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 57.71 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 30.42 | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | - | 72.43 | 96.84 | 91.17 | 63.37 | 72.08 | 90.1 | 27.19 | 69.36 | 53.24 | 56.48 | 70.53 | 69.34 | |
2024.06 | - | 76.47 | 98 | 93.67 | 78.12 | 97.6 | 88.33 | 40.44 | 80.6 | 79.44 | 92.19 | 81.69 | 82.69 | |
2024.06 | - | 75.98 | 97.96 | 95.2 | 70.49 | 94.87 | 90.7 | 33.41 | 79.74 | 77.01 | 87.49 | 82.33 | 80.47 | |
2024.06 | - | 76.66 | 97.74 | 95.43 | 72.94 | 95.92 | 90.71 | 37.44 | 80.82 | 80.36 | 94.07 | 83 | 82.28 | |
2024.06 | - | 76.77 | 98 | 94.97 | 73.93 | 97.83 | 89.93 | 40.37 | 81.83 | 77.1 | 90 | 85.03 | 82.34 | |
2024.06 | - | 76.87 | 98.27 | 94.23 | 79.67 | 98.53 | 89.13 | 43.07 | 82.4 | 80.37 | 93.07 | 85.3 | 83.72 | |
2024.06 | - | 56.93 | 92.97 | 33.97 | 59.1 | 76.5 | 67.83 | 26.07 | 41.67 | 62.6 | 83.8 | 69.17 | 60.96 | |
2024.06 | - | 55.87 | 95.57 | 75.53 | 58.17 | 91.83 | 79.97 | 33.6 | 68.17 | 66.33 | 82.73 | 75.43 | 71.2 | |
2024.06 | - | 63.67 | 97 | 84.6 | 66.07 | 94.9 | 84.7 | 37.93 | 75.37 | 74.43 | 88.4 | 80.57 | 77.06 | |
2024.06 | - | 65.77 | 96.13 | 83.37 | 76.3 | 96.13 | 84.93 | 40.43 | 76.3 | 72.2 | 86.87 | 80.53 | 77.32 | |
2024.06 | - | 69 | 97.1 | 88.1 | 71.7 | 96.1 | 85.2 | 39.1 | 78.1 | 73.7 | 90.7 | 80.4 | 79.02 | |
2024.06 | - | 70.83 | 97.23 | 86.53 | 75.27 | 96.97 | 87.07 | 41.3 | 79.53 | 76.83 | 91.07 | 83 | 80.51 | |
2024.06 | - | 72.07 | 97.77 | 89.27 | 78.17 | 97.23 | 87.4 | 44.53 | 79.97 | 80.77 | 92 | 82.13 | 82.13 | |
2024.06 | - | 76.77 | 98 | 94.97 | 73.93 | 97.83 | 89.93 | 40.37 | 81.83 | 77.1 | 90 | 85.03 | 82.34 | |
2024.10 | - | - | - | - | - | - | - | - | - | - | - | - | 76.2 | |
2024.10 | - | - | - | - | - | - | - | - | - | - | - | - | 78.83 | |
2024.10 | - | - | - | - | - | - | - | - | - | - | - | - | 80.21 |