Long-tail Recognition on iNaturalist Ours Setting 2018 (test)
69.75Forward LT Accuracy 1DirMixE
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DirMixEimbalance ratio=3, setting=Ours Setting2024.05 | 69.75 | 70.49 | 69.88 | 69.13 | 70 | 70.34 | 71.24 | 71.91 | 72.02 | 70.53 | |
| BalPoEimbalance ratio=3, setting=Ours Setting2024.05 | 69.46 | 69.03 | 66.99 | 68.7 | 69.73 | 70.22 | 71.3 | 71.75 | 71.84 | 69.89 | |
| SADEimbalance ratio=3, setting=Ours Setting2024.05 | 68.94 | 70.13 | 69.52 | 68.64 | 68.92 | 69.82 | 69.95 | 69.44 | 70.73 | 69.57 | |
| RIDEimbalance ratio=3, setting=Ours Setting2024.05 | 67.33 | 68.28 | 66.96 | 68.76 | 68.39 | 69.27 | 69.05 | 68.72 | 69.04 | 68.42 | |
| LADEimbalance ratio=3, setting=Ours Setting2024.05 | 64.81 | 63.56 | 63.31 | 64.11 | 64.13 | 65.07 | 65.5 | 64.06 | 64.93 | 64.39 | |
| LAimbalance ratio=3, setting=Ours Setting2024.05 | 61.88 | 61.46 | 60.19 | 61.61 | 62.04 | 62.09 | 62.33 | 60.89 | 61.84 | 61.59 | |
| LDAMimbalance ratio=3, setting=Ours Setting2024.05 | 61.33 | 61.36 | 60.31 | 61.58 | 63.08 | 63.59 | 64.1 | 62.14 | 63.42 | 62.32 | |
| VSimbalance ratio=3, setting=Ours Setting2024.05 | 58.58 | 58 | 57.8 | 60.72 | 61.46 | 62.2 | 62.79 | 62.25 | 62.56 | 60.71 | |
| DDCimbalance ratio=3, setting=Ours Setting2024.05 | 58.58 | 58.46 | 56.8 | 61.31 | 61.4 | 62.56 | 64.81 | 64 | 64.33 | 61.36 |