HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

시스템 설정

HyperAI초신경

Continual Learning On Tiny Imagenet 10Tasks

평가 지표

Average Accuracy

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Average Accuracy	Paper Title	Repository
ALTA-RN101	83.35	Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
ALTA-ViTB/16	89.80	Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
ALTA-RN50x4	84.73	Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
A-GEM [chaudhry2018efficient]	25.33	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning	-
ALTA-RN50	81.07	Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
DER [buzzega2020dark]	51.78	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning	-
ER[riemer2018learning]	48.64	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning	-
SNCL	52.85	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning	-
iCaRL [rebuffi2017icarl]	31.55	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning	-

0 of 9 row(s) selected.