Incremental Learning On Imagenet 500 Classes 2
Metriken
Average Incremental Accuracy
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
| Paper Title | ||
|---|---|---|
| RMM (ResNet-18) | 67.45 | RMM: Reinforced Memory Management for Class-Incremental Learning |
| PODNet | 64.13 | PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning |
| UCIR (NME)* | 59.92 | Learning a Unified Classifier Incrementally via Rebalancing |
| PPCA-CLIP | - | Scalable Learning with Incremental Probabilistic PCA |
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