Few-Shot Classification on AID
88.95AccuracyAMC-MetaNet
Evaluation results
| Method | Links | |
|---|---|---|
| AMC-MetaNetN-Way=3-Way, Shots=5-shot2026.01 | 88.95 | |
| AMC-MetaNetN-Way=4-Way, Shots=5-shot2026.01 | 88.95 | |
| MVITPN-Way=3-Way, Shots=5-shot2026.01 | 88.65 | |
| MVITPN-Way=4-Way, Shots=5-shot2026.01 | 88.3 | |
| TeAwN-Way=3-Way, Shots=5-shot2026.01 | 87.65 | |
| TeAwN-Way=4-Way, Shots=5-shot2026.01 | 87.1 | |
| SPNetN-Way=3-Way, Shots=5-shot2026.01 | 86.2 | |
| MVITPN-Way=5-Way, Shots=5-shot2026.01 | 85.39 | |
| SCL-MLNetN-Way=3-Way, Shots=5-shot2026.01 | 85.1 | |
| AMC-MetaNetN-Way=5-Way, Shots=5-shot2026.01 | 84.9 | |
| TeAwN-Way=5-Way, Shots=5-shot2026.01 | 84.62 | |
| DLA-MatchNetN-Way=3-Way, Shots=5-shot2026.01 | 84.05 | |
| SPNetN-Way=4-Way, Shots=5-shot2026.01 | 84.05 | |
| SCL-MLNetN-Way=4-Way, Shots=5-shot2026.01 | 83.15 | |
| ProtoNetN-Way=3-Way, Shots=5-shot2026.01 | 82.95 | |
| DLA-MatchNetN-Way=4-Way, Shots=5-shot2026.01 | 82.55 | |
| MatchingNetN-Way=3-Way, Shots=5-shot2026.01 | 80.75 | |
| ProtoNetN-Way=4-Way, Shots=5-shot2026.01 | 80.3 | |
| AMC-MetaNetN-Way=3-Way, Shots=1-shot2026.01 | 80.05 | |
| AMC-MetaNetN-Way=4-Way, Shots=1-shot2026.01 | 79.05 | |
| MVITPN-Way=3-Way, Shots=1-shot2026.01 | 78.45 | |
| TeAwN-Way=3-Way, Shots=1-shot2026.01 | 77.35 | |
| MVITPN-Way=4-Way, Shots=1-shot2026.01 | 77.25 | |
| MatchingNetN-Way=4-Way, Shots=5-shot2026.01 | 77.05 | |
| TeAwN-Way=4-Way, Shots=1-shot2026.01 | 76.5 | |
| SCL-MLNetN-Way=5-Way, Shots=5-shot2026.01 | 76.34 | |
| SPNetN-Way=3-Way, Shots=1-shot2026.01 | 76.1 | |
| SPNetN-Way=5-Way, Shots=5-shot2026.01 | 75.16 | |
| SCL-MLNetN-Way=3-Way, Shots=1-shot2026.01 | 74.85 | |
| DLA-MatchNetN-Way=3-Way, Shots=1-shot2026.01 | 73.65 | |
| DLA-MatchNetN-Way=5-Way, Shots=5-shot2026.01 | 73.61 | |
| SPNetN-Way=4-Way, Shots=1-shot2026.01 | 73.25 | |
| SCL-MLNetN-Way=4-Way, Shots=1-shot2026.01 | 72.3 | |
| AMC-MetaNetN-Way=5-Way, Shots=1-shot2026.01 | 71.95 | |
| ProtoNetN-Way=3-Way, Shots=1-shot2026.01 | 71.55 | |
| MVITPN-Way=5-Way, Shots=1-shot2026.01 | 70.79 | |
| DLA-MatchNetN-Way=4-Way, Shots=1-shot2026.01 | 70.75 | |
| TeAwN-Way=5-Way, Shots=1-shot2026.01 | 70.34 | |
| ProtoNetN-Way=5-Way, Shots=5-shot2026.01 | 69.53 | |
| ProtoNetN-Way=4-Way, Shots=1-shot2026.01 | 68.95 | |
| MatchingNetN-Way=3-Way, Shots=1-shot2026.01 | 68.2 | |
| MatchingNetN-Way=4-Way, Shots=1-shot2026.01 | 61.85 | |
| SCL-MLNetN-Way=5-Way, Shots=1-shot2026.01 | 59.68 | |
| SPNetN-Way=5-Way, Shots=1-shot2026.01 | 58.25 | |
| DLA-MatchNetN-Way=5-Way, Shots=1-shot2026.01 | 57.44 | |
| MatchingNetN-Way=5-Way, Shots=5-shot2026.01 | 57.09 | |
| ProtoNetN-Way=5-Way, Shots=1-shot2026.01 | 55.13 | |
| MatchingNetN-Way=5-Way, Shots=1-shot2026.01 | 36.39 |