Sketch-based Few-Shot Class-Incremental Learning on Sketchy
71.52Accuracy @ BothB5* (Upper Bound)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| B5* (Upper Bound)Shot Learning=5-shot2022.03 | 71.52 | 75.72 | 85.46 | |
| B5* (Upper Bound)Shot Learning=1-shot2022.03 | 63.47 | 75.83 | 73.9 | |
| DIY-FSCILShot Learning=5-shot2022.03 | 60.54 | 74.38 | 75.84 | |
| B3Shot Learning=5-shot2022.03 | 58.92 | 73.81 | 72.34 | |
| DIY-FSCILShot Learning=1-shot2022.03 | 54.97 | 74.06 | 64.1 | |
| B4Shot Learning=5-shot2022.03 | 54.5 | 71.68 | 71.81 | |
| B3Shot Learning=1-shot2022.03 | 53.35 | 73.75 | 59.93 | |
| FSCIL [54]Shot Learning=5-shot2022.03 | 51.54 | 73.21 | 66.82 | |
| B4Shot Learning=1-shot2022.03 | 51.41 | 71.68 | 51.44 | |
| FSCIL [17]Shot Learning=5-shot2022.03 | 50.45 | 74.35 | 65.81 | |
| FSCIL [54]Shot Learning=1-shot2022.03 | 45.81 | 73.58 | 63.95 | |
| FSCIL [50]Shot Learning=5-shot2022.03 | 45.25 | 74.1 | 63.46 | |
| FSCIL [17]Shot Learning=1-shot2022.03 | 44.71 | 73.98 | 64.21 | |
| FSCIL [50]Shot Learning=1-shot2022.03 | 41.97 | 74.6 | 61.85 | |
| B1Shot Learning=5-shot2022.03 | 36.29 | 73.94 | 38.92 | |
| B1Shot Learning=1-shot2022.03 | 31.52 | 73.98 | 34.68 | |
| B2Shot Learning=1-shot2022.03 | 28.81 | 40.91 | 50.24 | |
| B2Shot Learning=5-shot2022.03 | 25.86 | 32.85 | 70.58 |