Continual Learning on MTCL-Bench Order L5
83.43AccuracyGRID
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GRIDBackbone=Qwen-3-4B2025.07 | 83.43 | -0.3588 | 19 | |
| SHLPTBackbone=Qwen-3-4B2025.07 | 82.76 | -0.5644 | 68 | |
| GRIDBackbone=LLaMA-2-7B2025.07 | 82.54 | -0.3654 | 20 | |
| SHLPTBackbone=LLaMA-2-7B2025.07 | 81.64 | -0.5698 | 75 | |
| ProgPromptBackbone=LLaMA-2-7B2025.07 | 80.43 | -0.7187 | 79 | |
| ProgPromptBackbone=Qwen-3-4B2025.07 | 80.21 | -0.7254 | 79 | |
| GRIDBackbone=T5-Large2025.07 | 79.8 | -0.2956 | 10 | |
| SHLPTBackbone=T5-3B2025.07 | 79.43 | -0.4954 | 63 | |
| GRIDBackbone=T5-3B2025.07 | 79.43 | -0.3576 | 15 | |
| ProgPromptBackbone=T5-3B2025.07 | 78.43 | -0.679 | 74 | |
| SHLPTBackbone=T5-Large2025.07 | 78.2 | -0.4187 | 58 | |
| ProgPromptBackbone=T5-Large2025.07 | 77.1 | -0.6351 | 71 |