Few-Shot Classification on NWPU
93.25AccuracyDN4
Evaluation results
| Method | Links | |
|---|---|---|
| DN4N-Way=5-Way, Shots=5-shot2026.01 | 93.25 | |
| DN4N-Way=4-Way, Shots=5-shot2026.01 | 90.1 | |
| AMC-MetaNetN-Way=4-Way, Shots=5-shot2026.01 | 88.55 | |
| DN4N-Way=3-Way, Shots=5-shot2026.01 | 88.4 | |
| AMC-MetaNetN-Way=3-Way, Shots=5-shot2026.01 | 88.4 | |
| MVITPN-Way=3-Way, Shots=5-shot2026.01 | 87.3 | |
| MVITPN-Way=4-Way, Shots=5-shot2026.01 | 87.25 | |
| AMC-MetaNetN-Way=5-Way, Shots=5-shot2026.01 | 86.65 | |
| MVITPN-Way=5-Way, Shots=5-shot2026.01 | 86.59 | |
| TeAwN-Way=3-Way, Shots=5-shot2026.01 | 86.25 | |
| TeAwN-Way=4-Way, Shots=5-shot2026.01 | 85.95 | |
| TeAwN-Way=5-Way, Shots=5-shot2026.01 | 85.56 | |
| SPNetN-Way=3-Way, Shots=5-shot2026.01 | 84.35 | |
| SPNetN-Way=5-Way, Shots=5-shot2026.01 | 83.85 | |
| SPNetN-Way=4-Way, Shots=5-shot2026.01 | 83.7 | |
| SCL-MLNetN-Way=3-Way, Shots=5-shot2026.01 | 82.95 | |
| DLA-MatchNetN-Way=4-Way, Shots=5-shot2026.01 | 82.4 | |
| DLA-MatchNetN-Way=3-Way, Shots=5-shot2026.01 | 82.1 | |
| DLA-MatchNetN-Way=5-Way, Shots=5-shot2026.01 | 82.03 | |
| SCL-MLNetN-Way=4-Way, Shots=5-shot2026.01 | 81.95 | |
| SCL-MLNetN-Way=5-Way, Shots=5-shot2026.01 | 81.3 | |
| ProtoNetN-Way=3-Way, Shots=5-shot2026.01 | 80.35 | |
| MatchingNetN-Way=3-Way, Shots=5-shot2026.01 | 78.85 | |
| AMC-MetaNetN-Way=3-Way, Shots=1-shot2026.01 | 78.6 | |
| AMC-MetaNetN-Way=4-Way, Shots=1-shot2026.01 | 77.9 | |
| ProtoNetN-Way=4-Way, Shots=5-shot2026.01 | 77.25 | |
| MVITPN-Way=3-Way, Shots=1-shot2026.01 | 77.05 | |
| MVITPN-Way=4-Way, Shots=1-shot2026.01 | 76.05 | |
| TeAwN-Way=3-Way, Shots=1-shot2026.01 | 75.85 | |
| MatchingNetN-Way=4-Way, Shots=5-shot2026.01 | 75.4 | |
| TeAwN-Way=4-Way, Shots=1-shot2026.01 | 75.2 | |
| SPNetN-Way=4-Way, Shots=1-shot2026.01 | 73.95 | |
| SPNetN-Way=3-Way, Shots=1-shot2026.01 | 73.9 | |
| DN4N-Way=4-Way, Shots=1-shot2026.01 | 72.85 | |
| DN4N-Way=3-Way, Shots=1-shot2026.01 | 72.15 | |
| DLA-MatchNetN-Way=3-Way, Shots=1-shot2026.01 | 72.05 | |
| DLA-MatchNetN-Way=4-Way, Shots=1-shot2026.01 | 72.05 | |
| AMC-MetaNetN-Way=5-Way, Shots=1-shot2026.01 | 71.6 | |
| SCL-MLNetN-Way=3-Way, Shots=1-shot2026.01 | 71.2 | |
| SCL-MLNetN-Way=4-Way, Shots=1-shot2026.01 | 70.85 | |
| MVITPN-Way=5-Way, Shots=1-shot2026.01 | 70.63 | |
| TeAwN-Way=5-Way, Shots=1-shot2026.01 | 70.22 | |
| ProtoNetN-Way=5-Way, Shots=5-shot2026.01 | 69.83 | |
| DLA-MatchNetN-Way=5-Way, Shots=1-shot2026.01 | 68.76 | |
| SPNetN-Way=5-Way, Shots=1-shot2026.01 | 67.98 | |
| MatchingNetN-Way=5-Way, Shots=5-shot2026.01 | 67.78 | |
| ProtoNetN-Way=3-Way, Shots=1-shot2026.01 | 66.8 | |
| DN4N-Way=5-Way, Shots=1-shot2026.01 | 66.67 | |
| MatchingNetN-Way=3-Way, Shots=1-shot2026.01 | 64.5 | |
| SCL-MLNetN-Way=5-Way, Shots=1-shot2026.01 | 62.44 | |
| ProtoNetN-Way=4-Way, Shots=1-shot2026.01 | 62.35 | |
| MatchingNetN-Way=4-Way, Shots=1-shot2026.01 | 59.1 | |
| MatchingNetN-Way=5-Way, Shots=1-shot2026.01 | 54.55 | |
| ProtoNetN-Way=5-Way, Shots=1-shot2026.01 | 40.69 |