Online Continual Learning on RCB
66.13Online Accuracy (unknown)AAT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AATModel=SmolLM2026.03 | 66.13 | 72.25 | 0.6 | 0.99 | 65.59 | 72 | 70 | |
| Buffer-100-lp5Model=SmolLM, Buffer size=100, Local-replay steps=52026.03 | 64.52 | 71.66 | 1.46 | 0.99 | 63.71 | 71.52 | 69.08 | |
| Normal SFTModel=SmolLM2026.03 | 57.08 | 71.7 | 3 | 1.58 | 55.65 | 70.98 | 66.19 | |
| AATModel=Qwen2026.03 | 42.2 | 55.68 | 6.43 | 6.79 | 40.86 | 54.52 | 50.25 | |
| Normal SFTModel=Qwen2026.03 | 41.94 | 54.87 | 7.07 | 7.67 | 40.32 | 53.3 | 49.24 | |
| Buffer-50-lp1Model=Qwen, Buffer size=50, Local-replay steps=12026.03 | 41.76 | 56.99 | 7.92 | 8.33 | 39.34 | 52.75 | 48.56 | |
| Buffer-100-lp5Model=Qwen, Buffer size=100, Local-replay steps=52026.03 | 40.23 | 56.56 | 6.26 | 6.35 | 38.35 | 55.15 | 49.9 | |
| Buffer-50-lp5Model=Qwen, Buffer size=50, Local-replay steps=52026.03 | 40.14 | 56.79 | 7.23 | 6.89 | 38.44 | 55.15 | 49.93 | |
| Buffer-100-lp1Model=Qwen, Buffer size=100, Local-replay steps=12026.03 | 37.72 | 52.83 | 9.5 | 8.17 | 34.5 | 50.51 | 45.51 |