SOTAVerified|Agents Browse Leaderboard About

Class Incremental Learning

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 561–570 of 634 papers

Title	Date	Tasks	Status	Hype
Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning	Mar 6, 2021	class-incremental learningClass Incremental Learning	—Unverified	0
Distilling Causal Effect of Data in Class-Incremental Learning	Mar 2, 2021	class-incremental learningClass Incremental Learning	CodeCode Available	1
Essentials for Class Incremental Learning	Feb 18, 2021	class-incremental learningClass Incremental Learning	CodeCode Available	1
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models	Feb 16, 2021	Backdoor Attackclass-incremental learning	—Unverified	0
Learning Invariant Representation for Continual Learning	Jan 15, 2021	class-incremental learningClass Incremental Learning	CodeCode Available	1
Striking a Balance Between Stability and Plasticity for Class-Incremental Learning	Jan 1, 2021	class-incremental learningClass Incremental Learning	—Unverified	0
Synthesized Feature Based Few-Shot Class-Incremental Learning on a Mixture of Subspaces	Jan 1, 2021	class-incremental learningClass Incremental Learning	—Unverified	0
Incremental few-shot learning via vector quantization in deep embedded space	Jan 1, 2021	class-incremental learningClass Incremental Learning	—Unverified	0
Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning	Jan 1, 2021	class-incremental learningClass Incremental Learning	—Unverified	0
IIRC: Incremental Implicitly-Refined Classification	Dec 23, 2020	Classificationclass-incremental learning	CodeCode Available	1

Show:10 25 50

← PrevPage 57 of 64Next →

All datasets cifar100 CIFAR-100 - 50 classes + 10 steps of 5 classes CIFAR-100 - 50 classes + 5 steps of 10 classes Cifar100-B0(10 tasks)-no-exemplars Cifar100-B0(20 tasks)-no-exemplars CIFAR100-B0(50 tasks)-no-exemplars

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	S&B	10-stage average accuracy	68.18	—	Unverified
2	SCR	10-stage average accuracy	65.98	—	Unverified
3	iCaRL	10-stage average accuracy	63.24	—	Unverified
4	LUCIR	10-stage average accuracy	56.53	—	Unverified
5	ABD	10-stage average accuracy	54.44	—	Unverified
6	EWC	10-stage average accuracy	50.53	—	Unverified
7	EMR	10-stage average accuracy	48.66	—	Unverified
8	A-GEM	10-stage average accuracy	45.76	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PPCA-SWSL	Final Accuracy	77.07	—	Unverified
2	PPCA-CLIP	Final Accuracy	69.71	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PPCA-SWSL	Final Accuracy	77.07	—	Unverified
2	PPCA-CLIP	Final Accuracy	69.71	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SEED	Average Incremental Accuracy	61.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SEED	Average Incremental Accuracy	56.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SEED	Average Incremental Accuracy	42.6	—	Unverified