Metric: Average Accuracy (higher is better)
| # | Model↕ | Average Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Model Zoo-Continual | 94.99 | No | Model Zoo: A Growing "Brain" That Learns Continu... | 2021-06-06 | Code |
| 2 | ALTA | 92.98 | No | Cross-modal Learning for Domain Adaptation in 3D... | 2021-01-18 | Code |
| 3 | kNN-CLIP | 90.8 | Yes | Revisiting a kNN-based Image Classification Syst... | 2022-04-03 | - |
| 4 | RMN | 81 | No | Understanding Catastrophic Forgetting and Rememb... | 2021-02-22 | Code |
| 5 | CPG | 80.9 | No | Compacting, Picking and Growing for Unforgetting... | 2019-10-15 | Code |
| 6 | CondConvContinual | 77.4 | No | - | - | Code |
| 7 | PAENet | 77.1 | No | - | - | Code |
| 8 | CPG-light | 77 | No | - | - | Code |
| 9 | PackNet | 67.5 | No | PackNet: Adding Multiple Tasks to a Single Netwo... | 2017-11-15 | Code |