Few-Shot Class Incremental Learning on CUB200-C (Session Accuracies)
81.87Session 0 AccuracyRSGS
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RSGS2025.06 | 81.87 | 65.23 | 62.25 | 49.21 | 28.77 | 34.23 | 33.96 | 36.37 | 26.61 | 27.53 | 20.83 | 42.44 | |
| FACT2025.06 | 80.73 | 61.01 | 58.76 | 47.4 | 28.63 | 27.42 | 15.48 | 23.21 | 13.72 | 14.37 | 10.09 | 34.62 | |
| TEEN2025.06 | 80.29 | 62.39 | 61.31 | 47.59 | 28.4 | 26.77 | 16.02 | 24.1 | 13.39 | 15.54 | 11.1 | 37.58 | |
| CEC2025.06 | 79.62 | 60.79 | 57.48 | 48.32 | 27.03 | 26.21 | 14.37 | 22.79 | 12.35 | 13.2 | 10.17 | 33.85 | |
| ProtoNet2025.06 | 77.81 | 56.97 | 53.42 | 44.32 | 25.01 | 23.18 | 10.91 | 17.62 | 10.71 | 11.01 | 9.37 | 30.94 | |
| TOPIC2025.06 | 77.49 | 58.32 | 55.14 | 45.01 | 25.32 | 24.19 | 12.11 | 19.73 | 10.91 | 11.57 | 9.09 | 31.72 | |
| iCaRL2025.06 | 76.73 | 56.25 | 50.21 | 41.79 | 23.98 | 20.42 | 10.76 | 15.49 | 10.04 | 9.79 | 9.42 | 29.53 |