HyperAI

Unsupervised Few Shot Image Classification On

المقاييس

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة
اسم النموذجAccuracy
unsupervised-meta-learning-via-few-shot-146.70
shot-in-the-dark-few-shot-learning-with-no-157.1
beclr-batch-enhanced-contrastive-few-shot80.57
self-supervision-can-be-a-good-few-shot65.55
contrastive-prototypical-network-with53.56
rethinking-class-relations-absolute-relative41.08
unsupervised-few-shot-learning-via-deep59.47
revisiting-unsupervised-meta-learning58.20
few-shot-image-classification-via-contrastive54.17
unsupervised-few-shot-learning-via40.71
assume-augment-and-learn-unsupervised-few37.67
self-supervised-learning-for-few-shot-image46.13
multi-level-second-order-few-shot-learning41.09
trainable-class-prototypes-for-few-shot58.92
unsupervised-few-shot-image-classification-by53.14
unsupervised-meta-learning-for-few-shot-image39.93
unsupervised-learning-via-meta-learning39.90
meta-dm-applications-of-diffusion-models-on66.68
self-supervised-prototypical-transfer45.67
self-supervised-class-cognizant-few-shot47.92
rethinking-clustering-based-pseudo-labeling49.13
cmvae-causal-meta-vae-for-unsupervised-meta44.27
few-shot-learning-with-part-discovery-and63.84
meta-gmvae-mixture-of-gaussian-vae-for42.82
self-attention-message-passing-for61.02
invariant-and-consistent-unsupervised41.44
unsupervised-meta-learning-through-latent40.05
unsupervised-meta-learning-via-latent-space43.38