Few Shot Class Incremental Learning On Mini

Metrics

Average Accuracy

Last Accuracy

Results

Performance results of various models on this benchmark

			Paper Title
PriViLege	95.27	94.10	Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
SV-T	85.07	81.65	Semantic-visual Guided Transformer for Few-shot Class-incremental Learning
BOT	-	59.57	A Bag of Tricks for Few-Shot Class-Incremental Learning
NC-FSCIL	67.82	58.31	Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning
C-FSCIL	61.61	51.41	Constrained Few-shot Class-incremental Learning
FACT	60.70	50.49	Forward Compatible Few-Shot Class-Incremental Learning
LIMIT	59.06	49.19	Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks
F2M	54.89	47.84	Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima
CEC	57.74	47.63	Few-Shot Incremental Learning with Continually Evolved Classifiers
IDLVQ-C	51.16	41.84	Incremental few-shot learning via vector quantization in deep embedded space
AL-MML	39.64	24.42	Few-Shot Class-Incremental Learning

0 of 11 row(s) selected.

Few Shot Class Incremental Learning On Mini

Metrics

Average Accuracy

Last Accuracy

Results

Performance results of various models on this benchmark

			Paper Title
PriViLege	95.27	94.10	Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
SV-T	85.07	81.65	Semantic-visual Guided Transformer for Few-shot Class-incremental Learning
BOT	-	59.57	A Bag of Tricks for Few-Shot Class-Incremental Learning
NC-FSCIL	67.82	58.31	Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning
C-FSCIL	61.61	51.41	Constrained Few-shot Class-incremental Learning
FACT	60.70	50.49	Forward Compatible Few-Shot Class-Incremental Learning
LIMIT	59.06	49.19	Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks
F2M	54.89	47.84	Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima
CEC	57.74	47.63	Few-Shot Incremental Learning with Continually Evolved Classifiers
IDLVQ-C	51.16	41.84	Incremental few-shot learning via vector quantization in deep embedded space
AL-MML	39.64	24.42	Few-Shot Class-Incremental Learning

0 of 11 row(s) selected.

Few Shot Class Incremental Learning On Mini | SOTA | HyperAI