Few-Shot Classification and Segmentation on Pascal-5i 2-way 1-shot
70.3Classification 0/1 Ratio (S0)CST
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CSTlearnable parameters=0.4M2023.07 | 70.3 | 74.9 | 62 | 74.4 | 70.4 | 56.9 | 61 | 48 | 57 | 55.7 | |
| ASNetlearnable parameters=1.3M2023.07 | 68.5 | 76.2 | 58.6 | 70 | 68.3 | 48.5 | 58.3 | 36.3 | 48.3 | 47.8 | |
| HSNetlearnable parameters=2.6M2023.07 | 68 | 73.2 | 57 | 70.9 | 67.3 | 42.4 | 53.7 | 34 | 43.9 | 43.5 | |
| PANetlearnable parameters=23.6M2023.07 | 56.2 | 47.5 | 44.6 | 55.4 | 50.9 | 33.3 | 46 | 31.2 | 38.4 | 37.2 | |
| PFENetlearnable parameters=31.5M2023.07 | 22.5 | 61.7 | 40.3 | 39.5 | 41 | 31.1 | 47.3 | 30.8 | 32.2 | 35.3 |