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ResearchFormerly WizWand

Few-shot Classification on CUB K=50 (test)

88.6AccuracyUNEM-Gaussian
9.76830.23450.771.166Dec 21, 2024
Updated 8mo ago

Evaluation results

MethodLinks
UNEM-GaussianShot=20-shot2024.1288.6
PADDLEShot=20-shot2024.1286.8
UNEM-GaussianShot=10-shot2024.1285.3
alpha-TIMShot=20-shot2024.1283.6
PADDLEShot=10-shot2024.1281.8
alpha-TIMShot=10-shot2024.1279.3
UNEM-GaussianShot=5-shot2024.1278.5
BaselineShot=20-shot2024.1278.2
alpha-TIMShot=5-shot2024.1274.3
PADDLEShot=5-shot2024.1271.2
LaplacianShotShot=20-shot2024.1271
alpha-AMShot=20-shot2024.1269.8
TIMShot=20-shot2024.1269.3
TIMShot=10-shot2024.1268.9
alpha-AMShot=10-shot2024.1268.9
BaselineShot=10-shot2024.1268.8
TIMShot=5-shot2024.1268.1
LaplacianShotShot=10-shot2024.1266.5
alpha-AMShot=5-shot2024.1266.2
LaplacianShotShot=5-shot2024.1258.8
BaselineShot=5-shot2024.1258.6
LR+ICIShot=20-shot2024.1258
LR+ICIShot=10-shot2024.1255.6
LR+ICIShot=5-shot2024.1249.9
PT-MAPShot=20-shot2024.1214.9
PT-MAPShot=10-shot2024.1214
PT-MAPShot=5-shot2024.1212.8