Continual Learning on MTCL-Bench Average
82.81AccuracyGRID
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GRIDBackbone=Qwen-3-4B2025.07 | 82.81 | -0.4303 | 21.2 | |
| GRIDBackbone=LLaMA-2-7B2025.07 | 82.43 | -0.424 | 20.2 | |
| SHLPTBackbone=Qwen-3-4B2025.07 | 81.82 | -0.683 | 73.7 | |
| SHLPTBackbone=LLaMA-2-7B2025.07 | 81.15 | -0.6701 | 73.3 | |
| ProgPromptBackbone=Qwen-3-4B2025.07 | 80.83 | -0.758 | 85.8 | |
| GRIDBackbone=T5-3B2025.07 | 80.06 | -0.3915 | 17 | |
| ProgPromptBackbone=LLaMA-2-7B2025.07 | 79.75 | -0.7414 | 83.5 | |
| GRIDBackbone=T5-Large2025.07 | 79.2 | -0.349 | 13.8 | |
| SHLPTBackbone=T5-3B2025.07 | 79.08 | -0.6216 | 69.5 | |
| SHLPTBackbone=T5-Large2025.07 | 77.8 | -0.5539 | 64 | |
| ProgPromptBackbone=T5-3B2025.07 | 77.64 | -0.7277 | 82.5 | |
| ProgPromptBackbone=T5-Large2025.07 | 76 | -0.6677 | 78.7 |