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SotA/Methodology/Generalized Few-Shot Classification

Generalized Few-Shot Classification

29 benchmarks2 papers

Benchmarks

Generalized Few-Shot Classification on ImageNet-LT

Top-1 Accuracy

Generalized Few-Shot Classification on CIFAR-100-LT (ρ=100)

Error Rate

Generalized Few-Shot Classification on CIFAR-10-LT (ρ=10)

Error Rate

Generalized Few-Shot Classification on CIFAR-100-LT (ρ=10)

Error Rate

Generalized Few-Shot Classification on Places-LT

Top-1 AccuracyTop 1 Accuracy

Generalized Few-Shot Classification on CIFAR-10-LT (ρ=100)

Error Rate

Generalized Few-Shot Classification on CIFAR-100-LT (ρ=50)

Error Rate

Generalized Few-Shot Classification on MIMIC-CXR-LT

Balanced Accuracy

Generalized Few-Shot Classification on NIH-CXR-LT

Balanced Accuracy

Generalized Few-Shot Classification on COCO-MLT

Average mAP

Generalized Few-Shot Classification on VOC-MLT

Average mAP

Generalized Few-Shot Classification on CIFAR-10-LT (ρ=50)

Error Rate

Generalized Few-Shot Classification on ImageNet-GLT

Accuracy

Generalized Few-Shot Classification on AWA-LT

Per-Class AccuracyLong-Tailed Accuracy

Generalized Few-Shot Classification on CUB-LT

Per-Class AccuracyLong-Tailed Accuracy

Generalized Few-Shot Classification on ImageNet-LT-d

Per-Class Accuracy

Generalized Few-Shot Classification on SUN-LT

Per-Class AccuracyLong-Tailed Accuracy

Generalized Few-Shot Classification on EGTEA

Average PrecisionAverage Recall

Generalized Few-Shot Classification on iNaturalist 2018

Top-1 Accuracy

Generalized Few-Shot Classification on CIFAR-10-LT (ρ=200)

Error Rate

Generalized Few-Shot Classification on CIFAR-100-LT (ρ=200)

Error Rate

Generalized Few-Shot Classification on CelebA-5

Error Rate

Generalized Few-Shot Classification on Lot-insts

Macro-F1

Generalized Few-Shot Classification on mini-ImageNet-LT

Error Rate