Learderboards of Continual Learning for various benchmarks.
Also include Lifelong Learning, Incremental Learning, Online Learning, etc.
Here the reported score is the average incremental accuracy.
| Name | Paper | Code | Increment | Memory Setting | Task label | Score | Last |
|---|---|---|---|---|---|---|---|
| iCaRL | code | 100 | M_total=20k | No | 63.80 | 45.00 |
Here the reported score is the average incremental accuracy.
| Name | Paper | Code | Increment | Memory Setting | Task label | Score | Last |
|---|---|---|---|---|---|---|---|
| iCaRL | code | 10 | M_total=2k | No | 83.80 | 64.00 | |
| LwF.MC | 10 | None | No | 65.00 | 37.00 | ||
| Fixed Representation | 10 | None | No | 59.20 | 35.00 | ||
| Fine Tuning | 10 | None | No | 29.30 | 10.00 |
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