Image Classification 벤치마크
Image Classification on ObjectNet (Bounding Box)
Top 5 Accuracy
- 2019-12-24 — BiT-L (ResNet): Top 5 Accuracy 85.1
| Rank | Model | Top 5 Accuracy | Extra Training Data | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | BiT-L (ResNet) | 85.1 | ✓ | Big Transfer (BiT): General Visual Representation Learning | google-research/big_transfer · sayakpaul/FunMatch-Distillation · bethgelab/InDomainGeneralizationBenchmark · +6 | 2019 |
| 2 | BiT-M (ResNet) | 76.0 | ✓ | Big Transfer (BiT): General Visual Representation Learning | google-research/big_transfer · sayakpaul/FunMatch-Distillation · bethgelab/InDomainGeneralizationBenchmark · +6 | 2019 |
| 3 | BiT-S (ResNet) | 64.4 | ✓ | Big Transfer (BiT): General Visual Representation Learning | google-research/big_transfer · sayakpaul/FunMatch-Distillation · bethgelab/InDomainGeneralizationBenchmark · +6 | 2019 |
| 4 | ResNet-152 | 61.5 | ✓ | ObjectNet Dataset: Reanalysis and Correction | aliborji/ObjectNetReanalysis | 2020 |