Image Classification on Caltech101 (Base/Novel Accuracy)
99Base Accuracy
MMRL + AmPLe
Updated 3d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2025.12 | 99 | 94.87 | 96.89 | |
2025.03 | 98.97 | 94.5 | 96.68 | |
2025.11 | 98.97 | 94.5 | 96.68 | |
2025.12 | 98.97 | 94.5 | 96.68 | |
2025.12 | 98.97 | 94.5 | 96.68 | |
2025.11 | 98.95 | 95.96 | 97.43 | |
2025.03 | 98.92 | 94.21 | 96.51 | |
2024.10 | 98.9 | 95.23 | 97.03 | |
2025.03 | 98.9 | 94.21 | 96.5 | |
2025.03 | 98.9 | 96.29 | 97.58 | |
2025.03 | 98.82 | 96.69 | 97.74 | |
2025.03 | 98.77 | 96.29 | 97.51 | |
2025.03 | 98.71 | 94.43 | 96.52 | |
2025.11 | 98.71 | 94.43 | 96.52 | |
2025.03 | 98.64 | 94.5 | 96.53 | |
2025.03 | 98.6 | 95.97 | 97.27 | |
2025.03 | 98.58 | 94.65 | 96.58 | |
2025.03 | 98.52 | 96.62 | 97.56 | |
2025.11 | 98.5 | 95.33 | 96.89 | |
2025.12 | 98.5 | 95.53 | 96.99 | |
2025.12 | 98.5 | 95.03 | 96.74 | |
2025.03 | 98.4 | 94 | 96.15 | |
2025.03 | 98.4 | 94 | 96.15 | |
2025.11 | 98.4 | 94 | 96.15 | |
2025.12 | 98.4 | 94 | 96.15 | |
2025.12 | 98.4 | 94 | 96.15 | |
2025.12 | 98.4 | 94.27 | 96.26 | |
2025.12 | 98.33 | 96.03 | 97.17 | |
2025.03 | 98.3 | 96.6 | 97.44 | |
2024.10 | 98.27 | 93.23 | 95.68 | |
2025.03 | 98.27 | 93.23 | 95.68 | |
2025.11 | 98.27 | 93.23 | 95.68 | |
2025.12 | 98.27 | 94.03 | 96.1 | |
2025.12 | 98.27 | 94 | 96.08 | |
2025.12 | 98.27 | 94.9 | 96.55 | |
2025.03 | 98.23 | 94.67 | 96.42 | |
2025.11 | 98.23 | 94.67 | 96.42 | |
2025.12 | 98.23 | 94.67 | 96.42 | |
2025.03 | 98.19 | 93.05 | 95.55 | |
2025.03 | 98.13 | 94.18 | 96.11 | |
2025.03 | 98.13 | 94.21 | 96.13 | |
2025.03 | 98.13 | 94.18 | 96.11 | |
2025.03 | 98.13 | 94.58 | 96.32 | |
2023.03 | 98.1 | 94.53 | 96.28 | |
2024.10 | 98.1 | 94.03 | 96.02 | |
2025.03 | 98.1 | 94.03 | 96.02 | |
2025.11 | 98.1 | 94.03 | 96.02 | |
2025.12 | 98.1 | 94.87 | 96.46 | |
2025.12 | 98.1 | 93.99 | 96.02 | |
2025.03 | 98.02 | 93.89 | 95.91 | |
2023.03 | 98 | 89.81 | 93.73 | |
2024.10 | 98 | 89.81 | 93.73 | |
2025.03 | 98 | 89.81 | 93.73 | |
2025.03 | 98 | 89.81 | 93.73 | |
2025.11 | 98 | 89.81 | 93.73 | |
2025.12 | 98 | 89.81 | 93.73 | |
2025.12 | 98 | 89.81 | 93.73 | |
2025.03 | 97.98 | 94.5 | 96.21 | |
2024.10 | 97.97 | 94.37 | 96.03 | |
2023.03 | 97.96 | 93.81 | 95.84 | |
2024.10 | 97.96 | 93.81 | 95.84 | |
2025.03 | 97.96 | 93.81 | 95.84 | |
2025.03 | 97.96 | 93.81 | 95.84 | |
2025.11 | 97.96 | 93.81 | 95.84 | |
2025.12 | 97.96 | 93.81 | 95.84 | |
2025.12 | 97.96 | 93.81 | 95.84 | |
2025.03 | 97.93 | 94.21 | 96.03 | |
2025.12 | 97.92 | 93.99 | 95.91 | |
2025.03 | 97.83 | 93.3 | 95.51 | |
2025.03 | 97.77 | 93.87 | 95.78 | |
2025.03 | 97.77 | 93.87 | 95.78 | |
2023.03 | 97.74 | 94.36 | 96.02 | |
2025.03 | 97.74 | 94.36 | 96.02 | |
2025.03 | 97.74 | 94.36 | 96.02 | |
2025.11 | 97.74 | 94.36 | 96.02 | |
2025.12 | 97.74 | 94.36 | 96.02 | |
2025.03 | 97.72 | 94.39 | 96.03 | |
2025.03 | 97.72 | 94.39 | 96.03 | |
2025.11 | 97.72 | 94.39 | 96.03 | |
2025.03 | 97.61 | 93.56 | 95.54 | |
2025.03 | 97.55 | 94.65 | 96.08 | |
2025.12 | 97.43 | 93.53 | 95.44 | |
2025.03 | 97.33 | 94.57 | 95.93 | |
2025.12 | 97.32 | 95.23 | 96.26 | |
2025.03 | 97.2 | 92.63 | 94.86 | |
2025.03 | 97.16 | 93.52 | 95.31 | |
2025.03 | 97.16 | 93.52 | 95.31 | |
2025.03 | 97.13 | 92.57 | 94.8 | |
2025.03 | 96.9 | 93.03 | 94.93 | |
2025.03 | 96.9 | 93.03 | 94.93 | |
2023.03 | 96.84 | 94 | 95.4 | |
2024.10 | 96.84 | 94 | 95.4 | |
2025.03 | 96.84 | 94 | 95.4 | |
2025.03 | 96.84 | 94 | 95.4 | |
2025.03 | 96.84 | 94 | 95.4 | |
2025.03 | 96.84 | 94 | 93.73 | |
2025.03 | 96.84 | 94 | 95.4 | |
2025.11 | 96.84 | 94 | 95.4 | |
2025.12 | 96.84 | 94 | 95.4 | |
2025.12 | 96.84 | 94 | 95.4 |
Showing 100 of 106 rows