Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/GreenMachine-3

GreenMachine-3

Reported on 24 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology24 results

Neural Architecture SearchonNATS-Bench Size, CIFAR-10
Kendall's Tau· uses extra data· 2024-11-22
0.888
SOTA
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Size, CIFAR-10
Spearman's Rho· uses extra data· 2024-11-22
0.982
SOTA
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Size, CIFAR-10
Kendall's Tau· uses extra data· 2024-11-22
0.888
SOTA
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Size, CIFAR-10
Spearman's Rho· uses extra data· 2024-11-22
0.982
SOTA
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Topology, CIFAR-10
Kendall's Tau· uses extra data· 2024-11-22
0.391
best: 0.783 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Topology, CIFAR-10
Spearman's Rho· uses extra data· 2024-11-22
0.578
best: 0.928 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Topology, CIFAR-100
Kendall's Tau· uses extra data· 2024-11-22
0.296
best: 0.705 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Topology, CIFAR-100
Spearman's Rho· uses extra data· 2024-11-22
0.448
best: 0.873 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Size, ImageNet16-120
Kendall's Tau· uses extra data· 2024-11-22
0.794
best: 0.856 (GreenMachine-2)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Size, ImageNet16-120
Spearman's Rho· uses extra data· 2024-11-22
0.942
best: 0.971 (GreenMachine-2)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Topology, ImageNet16-120
Kendall's Tau· uses extra data· 2024-11-22
0.57
best: 0.643 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Topology, ImageNet16-120
Spearman's Rho· uses extra data· 2024-11-22
0.748
best: 0.827 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Size, CIFAR-100
Kendall's Tau· uses extra data· 2024-11-22
0.744
best: 0.769 (GreenMachine-2)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
Neural Architecture SearchonNATS-Bench Size, CIFAR-100
Spearman's Rho· uses extra data· 2024-11-22
0.9
best: 0.924 (GreenMachine-2)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Topology, CIFAR-10
Kendall's Tau· uses extra data· 2024-11-22
0.391
best: 0.783 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Topology, CIFAR-10
Spearman's Rho· uses extra data· 2024-11-22
0.578
best: 0.928 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Topology, CIFAR-100
Kendall's Tau· uses extra data· 2024-11-22
0.296
best: 0.705 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Topology, CIFAR-100
Spearman's Rho· uses extra data· 2024-11-22
0.448
best: 0.873 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Size, ImageNet16-120
Kendall's Tau· uses extra data· 2024-11-22
0.794
best: 0.856 (GreenMachine-2)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Size, ImageNet16-120
Spearman's Rho· uses extra data· 2024-11-22
0.942
best: 0.971 (GreenMachine-2)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Topology, ImageNet16-120
Kendall's Tau· uses extra data· 2024-11-22
0.57
best: 0.643 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Topology, ImageNet16-120
Spearman's Rho· uses extra data· 2024-11-22
0.748
best: 0.827 (GreenMachine-1)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Size, CIFAR-100
Kendall's Tau· uses extra data· 2024-11-22
0.744
best: 0.769 (GreenMachine-2)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290
AutoMLonNATS-Bench Size, CIFAR-100
Spearman's Rho· uses extra data· 2024-11-22
0.9
best: 0.924 (GreenMachine-2)
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS arXiv:2411.15290