Continual Learning on MTCL-Bench Order L6
82.54AccuracySHLPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SHLPTBackbone=Qwen-3-4B2025.07 | 82.54 | -0.7736 | 67 | |
| SHLPTBackbone=LLaMA-2-7B2025.07 | 81.65 | -0.7653 | 66 | |
| ProgPromptBackbone=Qwen-3-4B2025.07 | 81.64 | -0.6926 | 92 | |
| GRIDBackbone=Qwen-3-4B2025.07 | 81.26 | -0.4132 | 18 | |
| GRIDBackbone=LLaMA-2-7B2025.07 | 80.65 | -0.4036 | 18 | |
| ProgPromptBackbone=LLaMA-2-7B2025.07 | 79.65 | -0.6837 | 88 | |
| SHLPTBackbone=T5-3B2025.07 | 78.43 | -0.6425 | 67 | |
| ProgPromptBackbone=T5-3B2025.07 | 77.54 | -0.6754 | 89 | |
| GRIDBackbone=T5-3B2025.07 | 77.35 | -0.3753 | 16 | |
| SHLPTBackbone=T5-Large2025.07 | 76.2 | -0.584 | 62 | |
| GRIDBackbone=T5-Large2025.07 | 75.5 | -0.3512 | 13 | |
| ProgPromptBackbone=T5-Large2025.07 | 75.46 | -0.6416 | 85 |