Continual Learning on Negative Transfer Task Sequences NT1-NT3 (test)
-0.0807BWT (NT1)GRID
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GRIDBackbone=Flan-T5-small2025.07 | -0.0807 | -0.1601 | -0.1171 | -0.1193 | |
| GRIDBackbone=T5-base2025.07 | -0.1817 | -0.2103 | -0.2314 | -0.2078 | |
| GRIDBackbone=T5-small2025.07 | -0.1957 | -0.1945 | -0.2043 | -0.1982 | |
| GRIDBackbone=Flan-T5-large2025.07 | -0.2858 | -0.2888 | -0.3636 | -0.3127 | |
| GRIDBackbone=Flan-T5-base2025.07 | -0.2911 | -0.2074 | -0.3162 | -0.2716 | |
| GRIDBackbone=T5-large2025.07 | -0.3154 | -0.3658 | -0.3077 | -0.3296 | |
| Progressive PromptsBackbone=Flan-T5-small2025.07 | -0.4771 | -0.3924 | -0.4097 | -0.4264 | |
| Progressive PromptsBackbone=T5-base2025.07 | -0.5707 | -0.5834 | -0.589 | -0.581 | |
| Progressive PromptsBackbone=T5-small2025.07 | -0.5783 | -0.4882 | -0.5133 | -0.5266 | |
| Progressive PromptsBackbone=Flan-T5-base2025.07 | -0.6719 | -0.5335 | -0.6116 | -0.6057 | |
| Progressive PromptsBackbone=T5-large2025.07 | -0.7088 | -0.6598 | -0.6536 | -0.6741 | |
| Progressive PromptsBackbone=Flan-T5-large2025.07 | -0.7156 | -0.6628 | -0.6886 | -0.689 |