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ImageNet

아카이브 평가 135건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
AtomNAS-C+†	Top-1 Error Rate 22.4 Accuracy 77.6 Params 5.9M MACs 363M	AtomNAS: Fine-Grained End-to-End Neural Architecture Search 2019-12-20	코드 1
NAT-M1	Top-1 Error Rate 22.5 Accuracy 77.5 Params 6.0M MACs 225M	Neural Architecture Transfer 2020-05-12	코드 1 · 코드 2
DNA-b	Top-1 Error Rate 22.5 Accuracy 77.5 FLOPs 406M Params 4.9M	Blockwisely Supervised Neural Architecture Search with Knowledge Distillation 2019-11-29	코드 1
NSGANetV2-s	Top-1 Error Rate 22.6 Accuracy 77.4 Params 6.1M MACs 225M	NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search 2020-07-20	코드 1
HardcoreNAS_D	Top-1 Error Rate 22.6 Accuracy 77.4 MACs 290M	HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search 2021-02-23	코드 1 · 코드 2
AttentiveNAS-A0	Top-1 Error Rate 22.7 Accuracy 77.3 MACs 203M	AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling 2020-11-18	코드 1 · 코드 2
ISyNet-N1-S1	Top-1 Error Rate 22.7	ISyNet: Convolutional Neural Networks design for AI accelerator 2021-09-04	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9
AtomNAS-B+†	Top-1 Error Rate 22.8 Accuracy 77.2 Params 5.5M MACs 329M	AtomNAS: Fine-Grained End-to-End Neural Architecture Search 2019-12-20	코드 1
FBNetV5-AR-CLS	Top-1 Error Rate 22.8 Accuracy 77.2 FLOPs 215M	FBNetV5: Neural Architecture Search for Multiple Tasks in One Run 2021-11-19	연결 없음
FBNetV2-L1	Top-1 Error Rate 22.8 Accuracy 77.2 MACs 325M	FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions 2020-04-12	코드 1
FairDARTS-C	Top-1 Error Rate 22.8 MACs 386M	Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search 2019-11-27	코드 1
GreedyNAS-A	Top-1 Error Rate 22.9 Accuracy 77.1 Params 6.5M	GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet 2020-03-25	연결 없음
DNA-a	Top-1 Error Rate 22.9 Accuracy 77.1 FLOPs 348M Params 4.2M	Blockwisely Supervised Neural Architecture Search with Knowledge Distillation 2019-11-29	코드 1
HardcoreNAS_C	Top-1 Error Rate 22.9 Accuracy 77.1 MACs 270M	HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search 2021-02-23	코드 1 · 코드 2
LayerNAS-300M	Top-1 Error Rate 22.9 Params 5.2M MACs 322M	LayerNAS: Neural Architecture Search in Polynomial Complexity 2023-04-23	연결 없음
SCARLET-A	Top-1 Error Rate 23.1 Accuracy 76.9 Params 6.7M MACs 365M	SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search 2019-08-16	코드 1
OFA w/ PS #75	Top-1 Error Rate 23.1 Accuracy 76.9 MACs 230M	Once-for-All: Train One Network and Specialize it for Efficient Deployment 2019-08-26	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10
ISyNet-N1	Top-1 Error Rate 23.16	ISyNet: Convolutional Neural Networks design for AI accelerator 2021-09-04	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9
GreedyNAS-B	Top-1 Error Rate 23.2 Accuracy 76.8 Params 5.2M	GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet 2020-03-25	연결 없음
MUXNet-l	Top-1 Error Rate 23.4 Accuracy 76.6 Params 4.0M MACs 318M	MUXConv: Information Multiplexing in Convolutional Neural Networks 2020-03-31	코드 1
GBDT-NAS-3S	Top-1 Error Rate 23.5 Accuracy 76.5 Params 6.4M MACs 577M	Accuracy Prediction with Non-neural Model for Neural Architecture Search 2020-07-09	코드 1
BigNASModel-S	Top-1 Error Rate 23.5 Accuracy 76.5 Params 4.5M MACs 242M	BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models 2020-03-24	코드 1
SemiNAS	Top-1 Error Rate 23.5 Accuracy 76.5	Semi-Supervised Neural Architecture Search 2020-02-24	코드 1 · 코드 2
AutoNL-S	Top-1 Error Rate 23.5 Accuracy 76.5	Neural Architecture Search for Lightweight Non-Local Networks 2020-04-04	코드 1 · 코드 2
HardcoreNAS_B	Top-1 Error Rate 23.5 Accuracy 76.5 MACs 250M	HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search 2021-02-23	코드 1 · 코드 2
SCARLET-B	Top-1 Error Rate 23.7 Accuracy 76.3 Params 6.5M MACs 329M	SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search 2019-08-16	코드 1
AtomNAS-A+†	Top-1 Error Rate 23.7 Accuracy 76.3 Params 4.7M MACs 260M	AtomNAS: Fine-Grained End-to-End Neural Architecture Search 2019-12-20	코드 1
DrNAS	Top-1 Error Rate 23.7 Params 5.7M	DrNAS: Dirichlet Neural Architecture Search 2020-06-18	코드 1
GreedyNAS-C	Top-1 Error Rate 23.8 Accuracy 76.2 Params 4.7M	GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet 2020-03-25	연결 없음
EEEA-Net-C2 (b=7) (our)	Top-1 Error Rate 23.8 Accuracy 76.2	EEEA-Net: An Early Exit Evolutionary Neural Architecture Search 2021-08-13	코드 1