Summarization on Multi-XScience
36.7R-1MoA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MoAType=TF2026.06 | 36.7 | 5.6 | 19.7 | |
| GLIMMER-TTRType=TF2026.06 | 32 | 5 | 17 | |
| OursFew-shot examples=1002021.10 | 31.25 | 5.43 | 16.84 | |
| BARTFew-shot examples=1002021.10 | 31.17 | 5.32 | 16.45 | |
| LEDFew-shot examples=1002021.10 | 29.46 | 4.85 | 16.32 | |
| PRIMERAType=FT2026.06 | 29 | 5 | 16 | |
| OursFew-shot examples=102021.10 | 28.36 | 4.73 | 15.29 | |
| PEGASUSFew-shot examples=102021.10 | 28.14 | 4.68 | 15.49 | |
| PEGASUSFew-shot examples=1002021.10 | 28.01 | 4.09 | 15.89 | |
| PEGASUSType=FT2026.06 | 28 | 5 | 15 | |
| BARTFew-shot examples=102021.10 | 27.8 | 4.74 | 14.9 | |
| PEGASUSFew-shot examples=02021.10 | 27.33 | 4.77 | 15.04 | |
| OursFew-shot examples=02021.10 | 26.9 | 4.98 | 14.09 | |
| LEDFew-shot examples=102021.10 | 26.57 | 4.05 | 15.36 | |
| BARTFew-shot examples=02021.10 | 15.21 | 3.49 | 8.61 | |
| LEDType=FT2026.06 | 15 | 2 | 10 | |
| LEDFew-shot examples=02021.10 | 11.79 | 2.47 | 6.86 |