Image Classification on CompCars Web (test)
95.9Top-1 AccOurs
Evaluation results
| Method | Links | |
|---|---|---|
| OursCNN Type=NAS-based2020.06 | 95.9 | |
| Han et al.CNN Type=Manual2020.06 | 95.4 | |
| DARTSCNN Type=NAS-based2020.06 | 91.4 | |
| SNASCNN Type=NAS-based2020.06 | 91.4 | |
| GoogLeNetCNN Type=Manual2020.06 | 91.2 | |
| Jo-SNCBackbone=ResNet502026.01 | 90.56 | |
| PNP-softBackbone=ResNet50, Publication=CVPR 20222026.01 | 90.11 | |
| PNP-hardBackbone=ResNet50, Publication=CVPR 20222026.01 | 89.93 | |
| CA2CBackbone=ResNet50, Publication=ICCV 20252026.01 | 89.11 | |
| UNICONBackbone=ResNet50, Publication=CVPR 2022, re-implemented=true2026.01 | 88.15 | |
| Jo-SRCBackbone=ResNet50, Publication=CVPR 20212026.01 | 88.13 | |
| OverfeatCNN Type=Manual2020.06 | 87.9 | |
| CRSSCBackbone=ResNet50, Publication=ACM MM 20202026.01 | 87.68 | |
| SPRLBackbone=ResNet50, Publication=PR 2023, re-implemented=true2026.01 | 87.61 | |
| NCEBackbone=ResNet50, Publication=ECCV 2022, re-implemented=true2026.01 | 86.38 | |
| SOPBackbone=ResNet50, Publication=ICML 2022, re-implemented=true2026.01 | 85.71 | |
| NPNBackbone=ResNet50, Publication=AAAI 20242026.01 | 85.46 | |
| FINEBackbone=ResNet50, Publication=NeurIPS 2021, re-implemented=true2026.01 | 85.39 | |
| AGCEBackbone=ResNet50, Publication=TPAMI 2023, re-implemented=true2026.01 | 85.16 | |
| JoCoRBackbone=ResNet50, Publication=CVPR 20202026.01 | 85.1 | |
| Co-teachingBackbone=ResNet50, Publication=NeurIPS 20182026.01 | 84.95 | |
| DivideMixBackbone=ResNet50, Publication=ICLR 20202026.01 | 84.27 | |
| TopoFilterBackbone=ResNet50, Publication=NeurIPS 2020, re-implemented=true2026.01 | 83.62 | |
| AFMBackbone=ResNet50, Publication=ECCV 20202026.01 | 83.48 | |
| SELFIEBackbone=ResNet50, Publication=ICML 20192026.01 | 82.9 | |
| Peer-learningBackbone=ResNet50, Publication=ICCV 20212026.01 | 82.48 | |
| AlexNetCNN Type=Manual2020.06 | 81.9 | |
| PLCBackbone=ResNet50, Publication=ICLR 20212026.01 | 81.87 | |
| PENCILBackbone=ResNet50, Publication=CVPR 20192026.01 | 81.68 | |
| DecouplingBackbone=ResNet50, Publication=NeurIPS 20172026.01 | 79.41 | |
| Self-adaptiveBackbone=ResNet50, Publication=NeurIPS 20202026.01 | 78.19 | |
| Co-teaching+Backbone=ResNet50, Publication=ICML 20192026.01 | 76.77 | |
| StandardBackbone=ResNet502026.01 | 60.6 |