Few-Shot Class-Incremental Learning on CUB200 Session 10 - Last (test)
63.58Overall AccuracySAVC + EXP2
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SAVC + EXP2Strategy=Ours2024.12 | 63.58 | 50.77 | |
| SAVCStrategy=Baseline2024.12 | 62.67 | 47.55 | |
| SAVC+D2A2024.12 | 61.46 | 47.43 | |
| MICS2024.12 | 61.29 | 47.47 | |
| M2SD2024.12 | 60.96 | — | |
| TEEN + EXP2Strategy=Ours2024.12 | 60.49 | 49.23 | |
| ADBS2024.12 | 60.14 | 45.75 | |
| PFR + EXP2Strategy=Ours2024.12 | 60.11 | 46.55 | |
| SAVC + T3AStrategy=Test-Time Adaptation2024.12 | 60.08 | 45.62 | |
| CLOM2024.12 | 59.58 | 40.67 | |
| PFR + T3AStrategy=Test-Time Adaptation2024.12 | 58.52 | 43.76 | |
| TEENStrategy=Baseline2024.12 | 58.48 | 44.84 | |
| DyCR2024.12 | 58.46 | 41.9 | |
| TEEN + T3AStrategy=Test-Time Adaptation2024.12 | 58.44 | 45.4 | |
| PFRStrategy=Baseline2024.12 | 57.54 | 42.9 | |
| PFR + TASTStrategy=Test-Time Adaptation2024.12 | 57.25 | 41.42 | |
| FACT2024.12 | 56.94 | 39.74 | |
| Bidist2024.12 | 55.94 | 42.15 | |
| CEC + EXP2Strategy=Ours2024.12 | 53 | 35.2 | |
| CECStrategy=Baseline2024.12 | 52.21 | 33.02 | |
| Decoupled-Cosine + EXP2Strategy=Ours2024.12 | 49.33 | 28.94 | |
| CEC + T3AStrategy=Test-Time Adaptation2024.12 | 48.95 | 29.18 | |
| Decoupled-Cosine + T3AStrategy=Test-Time Adaptation2024.12 | 48.83 | 27.69 | |
| Decoupled-CosineStrategy=Baseline2024.12 | 48.81 | 26.99 | |
| OSHHG2024.12 | 45.87 | 28.73 | |
| CEC + TASTStrategy=Test-Time Adaptation2024.12 | 36.78 | 0.81 | |
| Decoupled-Cosine + TASTStrategy=Test-Time Adaptation2024.12 | 36.45 | 0.13 | |
| SAVC + TASTStrategy=Test-Time Adaptation2024.12 | 35.54 | 3.46 | |
| TEEN + TASTStrategy=Test-Time Adaptation2024.12 | 31.12 | 0 |