Few-Shot Image Classification (5-way) on meta-iNat tiered
53.951-Shot AccuracyARF-SFR-Net-Snapshot
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ARF-SFR-Net-SnapshotBackbone=Conv-42026.04 | 53.95 | 75.08 | |
| ARF-SFR-NetBackbone=Conv-42026.04 | 52.78 | 73.67 | |
| SUITEDBackbone=Conv-42026.04 | 51.7 | 70.43 | |
| BTG-NetBackbone=Conv-42026.04 | 50.62 | 69.11 | |
| C2-NetBackbone=Conv-42026.04 | 49.04 | 67.25 | |
| AISBackbone=Conv-42026.04 | 48.97 | 67.15 | |
| BDFRNetBackbone=Conv-42026.04 | 46.64 | 66.46 | |
| TDM+IAMBackbone=Conv-42026.04 | 46.45 | 66.55 | |
| TST_MFLBackbone=Conv-42026.04 | 45.45 | 62.12 | |
| FRN+TDMBackbone=Conv-42026.04 | 44.05 | 62.91 | |
| FRNBackbone=Conv-42026.04 | 43.95 | 63.45 | |
| DSNBackbone=Conv-42026.04 | 36.82 | 60.11 | |
| DeepEMDBackbone=Conv-42026.04 | 36.05 | 48.55 | |
| ProtoNetBackbone=Conv-42026.04 | 35.47 | 54.85 |