Few-Shot Classification and Segmentation on Pascal-5i 1-way 1-shot
86.9Classification 0/1 Exact Ratio (S0)CST
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CSTlearnable parameters=0.4M2023.07 | 86.9 | 88 | 81.5 | 86.5 | 85.7 | 55.6 | 61.6 | 47.7 | 56.9 | 55.5 | |
| HSNetlearnable parameters=2.6M2023.07 | 86.6 | 84.8 | 76.9 | 86.3 | 83.7 | 49.1 | 59.7 | 41 | 49 | 49.7 | |
| ASNetlearnable parameters=1.3M2023.07 | 84.9 | 89.6 | 79 | 86.2 | 84.9 | 51.7 | 61.5 | 43.3 | 52.8 | 52.3 | |
| PANetlearnable parameters=23.6M2023.07 | 69.9 | 67.7 | 68.8 | 69.4 | 69 | 32.8 | 45.8 | 31 | 35.1 | 36.2 | |
| PFENetlearnable parameters=31.5M2023.07 | 69.8 | 82.4 | 68.1 | 77.9 | 74.6 | 38.3 | 54.7 | 35.1 | 43.8 | 43 |