Few Shot Class Incremental Learning On Mini

Average Accuracy

Last Accuracy

Résultats

Résultats de performance de divers modèles sur ce benchmark

Tableau comparatif

Nom du modèle	Average Accuracy	Last Accuracy
forward-compatible-few-shot-class-incremental	60.70	50.49
few-shot-class-incremental-learning	39.64	24.42
few-shot-incremental-learning-with	57.74	47.63
incremental-few-shot-learning-via-vector	51.16	41.84
neural-collapse-inspired-feature-classifier	67.82	58.31
pre-trained-vision-and-language-transformers	95.27	94.10
constrained-few-shot-class-incremental	61.61	51.41
a-bag-of-tricks-for-few-shot-class	-	59.57
semantic-visual-guided-transformer-for-few	85.07	81.65
overcoming-catastrophic-forgetting-in	54.89	47.84
few-shot-class-incremental-learning-by	59.06	49.19