Continual Learning on MTCL-Bench Order L1
83.54AccuracyGRID
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GRIDBackbone=Qwen-3-4B2025.07 | 83.54 | -0.4243 | 18 | |
| GRIDBackbone=LLaMA-2-7B2025.07 | 81.98 | -0.3844 | 17 | |
| SHLPTBackbone=Qwen-3-4B2025.07 | 80.95 | -0.7265 | 75 | |
| GRIDBackbone=T5-3B2025.07 | 80.13 | -0.3832 | 14 | |
| ProgPromptBackbone=Qwen-3-4B2025.07 | 79.7 | -0.8987 | 82 | |
| SHLPTBackbone=LLaMA-2-7B2025.07 | 79.4 | -0.6923 | 73 | |
| GRIDBackbone=T5-Large2025.07 | 79.1 | -0.3243 | 11 | |
| ProgPromptBackbone=LLaMA-2-7B2025.07 | 78.98 | -0.8575 | 80 | |
| SHLPTBackbone=T5-3B2025.07 | 78.1 | -0.6954 | 70 | |
| SHLPTBackbone=T5-Large2025.07 | 77.4 | -0.6123 | 64 | |
| ProgPromptBackbone=T5-3B2025.07 | 76.1 | -0.8475 | 80 | |
| ProgPromptBackbone=T5-Large2025.07 | 75.7 | -0.7275 | 77 |