SOTAVerified|Agents Browse Leaderboard About

Class Incremental Learning

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 301–310 of 634 papers

Title	Date	Tasks	Status	Hype
Addressing Imbalance for Class Incremental Learning in Medical Image Classification	Jul 18, 2024	class-incremental learningClass Incremental Learning	—Unverified	0
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning	Jul 16, 2024	class-incremental learningClass Incremental Learning	CodeCode Available	0
Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator	Jul 13, 2024	class-incremental learningClass Incremental Learning	—Unverified	0
iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning	Jul 12, 2024	class-incremental learningClass Incremental Learning	CodeCode Available	0
TACLE: Task and Class-aware Exemplar-free Semi-supervised Class Incremental Learning	Jul 10, 2024	class-incremental learningClass Incremental Learning	CodeCode Available	0
UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection	Jul 4, 2024	class-incremental learningClass Incremental Learning	—Unverified	0
The impact of model size on catastrophic forgetting in Online Continual Learning	Jun 28, 2024	class-incremental learningClass Incremental Learning	—Unverified	0
The Championship-Winning Solution for the 5th CLVISION Challenge 2024	Jun 24, 2024	Classificationclass-incremental learning	—Unverified	0
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning	Jun 9, 2024	class-incremental learningClass Incremental Learning	CodeCode Available	0
Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data	Jun 7, 2024	class-incremental learningClass Incremental Learning	CodeCode Available	0

Show:10 25 50

← PrevPage 31 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