Class-Incremental Learning Sequences Easy
89.56AccuracyMOS
Evaluation Results
| Method | Links | |
|---|---|---|
| MOSSampling Strategy=EDGE2025.09 | 89.56 | |
| RanPACSampling Strategy=EDGE2025.09 | 89.4 | |
| MOSSampling Strategy=LLM-52025.09 | 89.26 | |
| RanPACSampling Strategy=LLM-12025.09 | 89.25 | |
| RanPACSampling Strategy=AS2025.09 | 89.21 | |
| RanPACSampling Strategy=MS2025.09 | 89.21 | |
| RanPACSampling Strategy=RS2025.09 | 89.15 | |
| MOSSampling Strategy=RS2025.09 | 88.98 | |
| MOSSampling Strategy=AS2025.09 | 88.93 | |
| RanPACSampling Strategy=LLM-52025.09 | 88.68 | |
| MOSSampling Strategy=LLM-12025.09 | 88.56 | |
| MOSSampling Strategy=MS2025.09 | 88.3 | |
| EASESampling Strategy=EDGE2025.09 | 85.37 | |
| EASESampling Strategy=MS2025.09 | 85.33 | |
| EASESampling Strategy=AS2025.09 | 85.07 | |
| EASESampling Strategy=LLM-12025.09 | 85.01 | |
| EASESampling Strategy=RS2025.09 | 84.96 | |
| EASESampling Strategy=LLM-52025.09 | 84.78 | |
| Hide-PromptSampling Strategy=EDGE2025.09 | 83.21 | |
| Hide-PromptSampling Strategy=MS2025.09 | 82.63 | |
| Hide-PromptSampling Strategy=AS2025.09 | 82.39 | |
| Hide-PromptSampling Strategy=LLM-12025.09 | 82.36 | |
| Hide-PromptSampling Strategy=RS2025.09 | 82.35 | |
| Hide-PromptSampling Strategy=LLM-52025.09 | 81.45 | |
| L2pSampling Strategy=EDGE2025.09 | 72.13 | |
| CODA-PromptSampling Strategy=LLM-52025.09 | 69.59 | |
| L2pSampling Strategy=AS2025.09 | 69.48 | |
| CODA-PromptSampling Strategy=EDGE2025.09 | 69.42 | |
| CODA-PromptSampling Strategy=LLM-12025.09 | 68.58 | |
| CODA-PromptSampling Strategy=MS2025.09 | 68.18 | |
| CODA-PromptSampling Strategy=RS2025.09 | 68.12 | |
| L2pSampling Strategy=LLM-52025.09 | 67.68 | |
| CODA-PromptSampling Strategy=AS2025.09 | 67.33 | |
| L2pSampling Strategy=LLM-12025.09 | 66.92 | |
| L2pSampling Strategy=RS2025.09 | 66.21 | |
| L2pSampling Strategy=MS2025.09 | 63.7 |