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Continual Learning on TRACE (overall)

68.1AccuracyOPR-RU
50.087254.763659.4464.1164May 28, 2026

Evaluation results

MethodLinks
OPR-RUBackbone=Qwen2-7B-Instruct, Replay budget (ρ)=0.012026.0568.11.9756.5374.7365.8466.1588.6469.7579.2342.97
OPR-SCBackbone=Qwen2-7B-Instruct, Replay budget (ρ)=0.012026.0567.811.7754.4473.2766.1869.4394.2662.1577.8943.91
ReplayBackbone=Qwen2-7B-Instruct, Replay budget (ρ)=0.012026.0565.893.3753.5170.3160.1465.1893.8265.4377.5841.12
OPR-RUBackbone=Qwen2.5-7B-Instruct, Replay budget (ρ)=0.012026.0565.452.2954.6572.6563.7664.0786.5667.6777.5641.89
OPR-SCBackbone=Qwen2.5-7B-Instruct, Replay budget (ρ)=0.012026.0565.112.0851.8670.6963.666.8591.6859.5775.3141.33
SDFTBackbone=Qwen2-7B-Instruct, Replay budget (ρ)=0.012026.0564.561.254.6569.8337.1858.793.276.7869.6941.75
ReplayBackbone=Qwen2.5-7B-Instruct, Replay budget (ρ)=0.012026.0562.574.2753.5169.9159.7464.7893.4265.0377.0840.72
OPR-RUBackbone=Llama3.1-8B-Instruct, Replay budget (ρ)=0.012026.0561.892.8936.971.6262.5364.2682.1441.6172.2642.82
OPR-SCBackbone=Llama3.1-8B-Instruct, Replay budget (ρ)=0.012026.0561.522.6735.5370.9162.3665.7784.539.2771.742.43
SDFTBackbone=Qwen2.5-7B-Instruct, Replay budget (ρ)=0.012026.0561.23154.4569.4327.7858.392.876.3869.1941.35
ReplayBackbone=Llama3.1-8B-Instruct, Replay budget (ρ)=0.012026.0558.335.3637.296961.1864.2282.8339.8271.1541.21
SFTBackbone=Qwen2-7B-Instruct, Replay budget (ρ)=0.012026.0558.2510.8546.6228.8159.6363.4986.1462.0477.9641.33
SDFTBackbone=Llama3.1-8B-Instruct, Replay budget (ρ)=0.012026.0557.011.3438.8370.1130.5159.3280.4941.1570.8442.72
SFTBackbone=Qwen2.5-7B-Instruct, Replay budget (ρ)=0.012026.0555.0213.9346.2328.4159.2363.0985.7461.6477.1539.93
SFTBackbone=Llama3.1-8B-Instruct, Replay budget (ρ)=0.012026.0550.7817.0723.2643.6960.5964.2772.8328.0972.1541.32