Class Incremental Learning
Papers
No papers found.
All datasetscifar100CIFAR-100 - 50 classes + 10 steps of 5 classesCIFAR-100 - 50 classes + 5 steps of 10 classesCifar100-B0(10 tasks)-no-exemplarsCifar100-B0(20 tasks)-no-exemplarsCIFAR100-B0(50 tasks)-no-exemplars
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | S&B | 10-stage average accuracy | 68.18 | — | Unverified |
| 2 | SCR | 10-stage average accuracy | 65.98 | — | Unverified |
| 3 | iCaRL | 10-stage average accuracy | 63.24 | — | Unverified |
| 4 | LUCIR | 10-stage average accuracy | 56.53 | — | Unverified |
| 5 | ABD | 10-stage average accuracy | 54.44 | — | Unverified |
| 6 | EWC | 10-stage average accuracy | 50.53 | — | Unverified |
| 7 | EMR | 10-stage average accuracy | 48.66 | — | Unverified |
| 8 | A-GEM | 10-stage average accuracy | 45.76 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PPCA-SWSL | Final Accuracy | 77.07 | — | Unverified |
| 2 | PPCA-CLIP | Final Accuracy | 69.71 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PPCA-SWSL | Final Accuracy | 77.07 | — | Unverified |
| 2 | PPCA-CLIP | Final Accuracy | 69.71 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SEED | Average Incremental Accuracy | 61.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SEED | Average Incremental Accuracy | 56.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SEED | Average Incremental Accuracy | 42.6 | — | Unverified |