Image Classification on Vision Multi-task Suite (SUN397, Cars, RESISC45, EuroSAT, SVHN, GTSRB, MNIST, DTD)
95.8Average Accuracy
Fine-tuned
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 95.8 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 94.8 | - | - | - | - | - | - | - | - | - | - | 98.9 | |
2026.02 | 94.7 | - | - | - | - | - | - | - | - | - | - | 98.8 | |
2026.02 | 94.6 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 94.25 | 81.72 | 92.39 | 98.85 | 99.88 | 98.11 | 99.24 | 99.69 | 84.15 | - | - | - | |
2025.12 | 94.24 | 81.75 | 92.09 | 98.89 | 99.88 | 98.27 | 99.25 | 99.72 | 84.15 | 0.02 | 2.95 | - | |
2026.02 | 94.2 | - | - | - | - | - | - | - | - | - | - | 98.3 | |
2025.12 | 94.18 | 81.82 | 91.93 | 98.82 | 99.9 | 98.05 | 99.21 | 99.77 | 83.93 | 0.08 | 2.95 | - | |
2025.12 | 94.16 | 81.84 | 92.38 | 98.89 | 99.74 | 98.03 | 99.08 | 99.63 | 83.72 | 0.1 | 6.25 | - | |
2025.12 | 94.16 | 81.72 | 92.17 | 98.83 | 99.82 | 98.03 | 99.15 | 99.71 | 83.87 | 0.1 | 0.99 | - | |
2025.12 | 94.14 | 81.69 | 91.73 | 98.77 | 99.86 | 98.15 | 99.22 | 99.72 | 83.99 | 0.12 | 0.99 | - | |
2025.12 | 93.85 | 80.58 | 91.61 | 98.68 | 99.76 | 98.08 | 99.24 | 99.74 | 83.14 | 0.42 | 15.62 | - | |
2025.12 | 93.65 | 81.6 | 92.03 | 96.54 | 99.61 | 98.1 | 98.79 | 99.72 | 82.8 | 0.63 | 10 | - | |
2025.12 | 93.6 | 81.42 | 92.1 | 95.46 | 99.48 | 97.73 | 99.13 | 99.7 | 83.74 | 0.7 | 58.8 | - | |
2025.12 | 93.59 | 80.47 | 90.71 | 98.55 | 99.54 | 97.94 | 99.1 | 99.69 | 82.71 | 0.71 | 15.62 | - | |
2025.12 | 93.09 | 78.49 | 89.73 | 98.02 | 99.86 | 98.08 | 98.91 | 99.71 | 81.91 | 1.23 | 4.08 | - | |
2025.12 | 93.01 | 81.92 | 91.59 | 96.87 | 99.72 | 98.03 | 92.42 | 99.57 | 83.94 | 1.31 | 100 | - | |
2026.02 | 93 | - | - | - | - | - | - | - | - | - | - | 97 | |
2026.02 | 92.8 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 91.8 | - | - | - | - | - | - | - | - | - | - | 97 | |
2026.02 | 91.1 | - | - | - | - | - | - | - | - | - | - | 96.1 | |
2025.12 | 91.02 | 79.46 | 90.38 | 91.66 | 97.47 | 93.42 | 97.55 | 99.05 | 79.2 | 3.43 | 0 | - | |
2025.12 | 90.87 | 79.03 | 90.34 | 90.86 | 96.19 | 93.44 | 98.05 | 99.12 | 79.94 | 3.59 | 0 | - | |
2025.11 | 90.8 | 79.2 | 77.7 | 96.1 | 99.7 | 97.5 | 98.7 | 99.7 | 79.4 | - | - | - | |
2026.02 | 90.6 | - | - | - | - | - | - | - | - | - | - | 95.6 | |
2026.02 | 89 | - | - | - | - | - | - | - | - | - | - | 93.9 | |
2025.11 | 88.9 | 73.9 | 74.4 | 93.9 | 98.2 | 95.8 | 98.9 | 99.5 | 77.9 | - | - | - | |
2025.11 | 88.6 | 70 | 72 | 89.1 | 97.6 | 93.7 | 95.1 | 99.4 | 91.8 | - | - | - | |
2026.02 | 88.4 | - | - | - | - | - | - | - | - | - | - | 95.3 | |
2025.11 | 87.3 | 68.1 | 72.1 | 87.7 | 96.4 | 92.3 | 93.3 | 99.4 | 88.9 | - | - | - | |
2026.02 | 86.9 | - | - | - | - | - | - | - | - | - | - | 90.7 | |
2025.11 | 86.4 | 70.4 | 71.9 | 88.9 | 96.7 | 94.3 | 95.4 | 85.3 | 88.6 | - | - | - | |
2026.02 | 86.3 | - | - | - | - | - | - | - | - | - | - | 92.9 | |
2026.02 | 86.3 | - | - | - | - | - | - | - | - | - | - | 90.1 | |
2026.02 | 86.2 | - | - | - | - | - | - | - | - | - | - | 92.8 | |
2025.11 | 85.9 | 70.5 | 74.8 | 88.7 | 94.1 | 91.6 | 95.7 | 98.8 | 72.5 | - | - | - | |
2026.02 | 85.9 | - | - | - | - | - | - | - | - | - | - | 92.3 | |
2025.11 | 85.2 | 67.7 | 70.8 | 87.3 | 95.9 | 93.6 | 94.9 | 84.7 | 86.9 | - | - | - | |
2026.02 | 84.9 | - | - | - | - | - | - | - | - | - | - | 88.7 | |
2025.12 | 84.56 | 74.74 | 84.5 | 89 | 94.18 | 85.66 | 82.07 | 98.65 | 67.71 | 10.28 | 0 | - | |
2025.12 | 84.47 | 73.92 | 82.13 | 87.64 | 92.82 | 87.91 | 86.77 | 98.94 | 65.64 | 10.38 | 0 | - | |
2025.11 | 84 | 67.8 | 70 | 87.5 | 96 | 91.6 | 96.7 | 98.7 | 63.8 | - | - | - | |
2025.12 | 83.76 | 73.38 | 81.8 | 86.1 | 97.01 | 88.12 | 84.27 | 98.54 | 60.82 | 11.14 | 0 | - | |
2025.12 | 83.54 | 73.03 | 82.7 | 86.19 | 93.41 | 85.26 | 83.48 | 98.58 | 65.69 | 11.36 | 0 | - | |
2025.11 | 82.9 | 72.1 | 73.8 | 88.5 | 91.3 | 81.4 | 90 | 80.1 | 86 | - | - | - | |
2025.11 | 82.9 | 68.1 | 71.4 | 83.4 | 94.8 | 87.7 | 93.6 | 97.9 | 66.1 | - | - | - | |
2025.12 | 82.22 | 69.24 | 88.61 | 87.5 | 93.53 | 80.66 | 74.82 | 93.32 | 70.07 | 12.77 | 0 | - | |
2025.11 | 81.1 | 66.6 | 68.3 | 82.2 | 94.2 | 89.6 | 89 | 98.3 | 60.6 | - | - | - | |
2025.11 | 80.9 | 63.8 | 59.9 | 83.3 | 97.9 | 87 | 87 | 98.6 | 69.4 | - | - | - | |
2025.11 | 80.8 | 72.2 | 73.7 | 87.1 | 88.5 | 75.8 | 86.3 | 78.9 | 83.9 | - | - | - | |
2025.11 | 80.7 | 67.7 | 70.1 | 82 | 90.3 | 86.3 | 86.8 | 98.3 | 64 | - | - | - | |
2025.11 | 80.1 | 64.5 | 68.1 | 79.2 | 93.8 | 87 | 91.9 | 97.5 | 59.1 | - | - | - | |
2026.02 | 79.7 | - | - | - | - | - | - | - | - | - | - | 84.3 | |
2025.12 | 79.63 | 72.19 | 81.42 | 82.55 | 91.93 | 78.08 | 70.76 | 97.14 | 62.95 | 15.52 | 0 | - | |
2026.02 | 79.6 | - | - | - | - | - | - | - | - | - | - | 83.2 | |
2026.02 | 79.4 | - | - | - | - | - | - | - | - | - | - | 83.9 | |
2025.11 | 77.3 | 62.5 | 61.1 | 76 | 95.7 | 91 | 81.9 | 98.5 | 51.9 | - | - | - | |
2025.11 | 76.3 | 66.7 | 65.5 | 78.5 | 79.3 | 86.4 | 77.1 | 98.2 | 59.1 | - | - | - | |
2026.02 | 75.4 | - | - | - | - | - | - | - | - | - | - | 79.6 | |
2025.11 | 75.2 | 63.5 | 61.9 | 72.6 | 84.9 | 85.1 | 79.1 | 98.1 | 56.7 | - | - | - | |
2026.02 | 75.1 | - | - | - | - | - | - | - | - | - | - | 81 | |
2026.02 | 75 | - | - | - | - | - | - | - | - | - | - | 80.8 | |
2025.11 | 73.6 | 65.7 | 63.6 | 76.5 | 77.2 | 81.7 | 70.3 | 97 | 57.1 | - | - | - | |
2025.11 | 72.4 | 59.8 | 58.6 | 70.7 | 79.7 | 86.2 | 72.1 | 98.3 | 54.2 | - | - | - | |
2026.02 | 72.2 | - | - | - | - | - | - | - | - | - | - | 76.6 | |
2026.02 | 70.8 | - | - | - | - | - | - | - | - | - | - | 76.5 | |
2025.11 | 69.1 | 55.2 | 54.9 | 66.7 | 78.9 | 80.2 | 69.7 | 97.3 | 50.4 | - | - | - | |
2026.02 | 66.3 | - | - | - | - | - | - | - | - | - | - | 72.1 | |
2026.02 | 64.7 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 55.3 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 48.3 | - | - | - | - | - | - | - | - | - | - | - | |
2025.11 | 48 | 62.3 | 59.7 | 60.7 | 45.5 | 31.4 | 32.6 | 48.5 | 43.8 | - | - | - |