Long-tailed Class-Incremental Learning on Food101 LT
34.7AccuracyGR+Ours
Evaluation Results
| Method | Links | |
|---|---|---|
| GR+OursTask Ordering=In-ordered, Number of Tasks=10, Initialization=From Scratch2026.05 | 34.7 | |
| GR+OursTask Ordering=In-ordered, Number of Tasks=20, Initialization=From Scratch2026.05 | 34.5 | |
| GRTask Ordering=In-ordered, Number of Tasks=10, Initialization=From Scratch2026.05 | 33.5 | |
| GRTask Ordering=In-ordered, Number of Tasks=20, Initialization=From Scratch2026.05 | 30.1 | |
| GR+OursTask Ordering=Shuffled, Number of Tasks=20, Initialization=From Scratch2026.05 | 25.4 | |
| GR+OursTask Ordering=Shuffled, Number of Tasks=10, Initialization=From Scratch2026.05 | 24.6 | |
| GRTask Ordering=Shuffled, Number of Tasks=20, Initialization=From Scratch2026.05 | 24 | |
| PODNet+OursTask Ordering=Shuffled, Number of Tasks=10, Initialization=From Scratch2026.05 | 22.1 | |
| GRTask Ordering=Shuffled, Number of Tasks=10, Initialization=From Scratch2026.05 | 21.5 | |
| PODNetTask Ordering=Shuffled, Number of Tasks=10, Initialization=From Scratch2026.05 | 20.6 | |
| PODNetTask Ordering=Shuffled, Number of Tasks=20, Initialization=From Scratch2026.05 | 19.7 | |
| PODNet+OursTask Ordering=In-ordered, Number of Tasks=10, Initialization=From Scratch2026.05 | 19.3 | |
| PODNet+OursTask Ordering=Shuffled, Number of Tasks=20, Initialization=From Scratch2026.05 | 19.3 | |
| PODNetTask Ordering=In-ordered, Number of Tasks=10, Initialization=From Scratch2026.05 | 19 | |
| PODNet+OursTask Ordering=In-ordered, Number of Tasks=20, Initialization=From Scratch2026.05 | 17.5 | |
| PODNetTask Ordering=In-ordered, Number of Tasks=20, Initialization=From Scratch2026.05 | 15.2 |