Seq-to-Seq on Negative Transfer (NT) Task Sequences
-7.44NT1 ScoreProgressive Prompts
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Progressive PromptsModel=T5-base, Setting=PP2025.07 | -7.44 | -1.35 | -1.44 | -3.41 | — | |
| GRIDModel=T5-base, Setting=GRID2025.07 | -6.52 | -5.56 | -6.64 | -6.24 | — | |
| Progressive PromptsModel=T5-small, Setting=PP2025.07 | -5.86 | -7.62 | -5.62 | -6.37 | — | |
| GRIDModel=FT5-small, Setting=GRID2025.07 | -4.96 | -4.58 | -6.47 | -5.34 | — | |
| GRIDModel=T5-large, Setting=GRID2025.07 | -4.7 | -1.85 | -3.76 | -3.44 | — | |
| GRIDModel=T5-small, Setting=GRID2025.07 | -4.67 | -7.65 | -6.87 | -6.4 | — | |
| Progressive PromptsModel=FT5-small, Setting=PP2025.07 | -3.93 | -9.99 | -7.88 | -7.27 | — | |
| Progressive PromptsModel=T5-large, Setting=PP2025.07 | -2.55 | -2.34 | -1.62 | -2.17 | — | |
| GRIDModel=FT5-base, Setting=GRID2025.07 | -1.43 | -11.72 | -2.05 | -5.07 | — | |
| Progressive PromptsModel=FT5-base, Setting=PP2025.07 | -1.29 | -12.68 | -5.35 | -6.44 | — | |
| Progressive PromptsModel=FT5-large, Setting=PP2025.07 | 0.09 | -2.19 | -0.76 | -0.95 | — | |
| GRIDModel=FT5-large, Setting=GRID2025.07 | 1.06 | -4.39 | -0.77 | -1.37 | — | |
| GRIDModel=T5-small2025.07 | — | — | — | — | 56.58 | |
| GRIDModel=FT5-small2025.07 | — | — | — | — | 50.24 | |
| GRIDModel=T5-base2025.07 | — | — | — | — | 63.37 | |
| GRIDModel=FT5-base2025.07 | — | — | — | — | 67.45 | |
| GRIDModel=T5-large2025.07 | — | — | — | — | 73.4 | |
| GRIDModel=FT5-large2025.07 | — | — | — | — | 74.19 | |
| Progressive PromptsModel=T5-small2025.07 | — | — | — | — | 56.84 | |
| Progressive PromptsModel=FT5-small2025.07 | — | — | — | — | 48.65 | |
| Progressive PromptsModel=T5-base2025.07 | — | — | — | — | 64.45 | |
| Progressive PromptsModel=FT5-base2025.07 | — | — | — | — | 66.3 | |
| Progressive PromptsModel=T5-large2025.07 | — | — | — | — | 73.82 | |
| Progressive PromptsModel=FT5-large2025.07 | — | — | — | — | 74.93 |