Cross-lingual Summarization on Zh2EnSum (test)
43.97ROUGE-1VHM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VHMinitialization=mBART weights2022.03 | 43.97 | 25.61 | 39.19 | — | — | — | — | 23.88 | |
| mBART2022.03 | 43.61 | 25.14 | 38.79 | — | — | — | — | 23.47 | |
| MLPT2022.03 | 43.5 | 25.41 | 38.66 | — | — | — | — | — | |
| VHM2022.03 | 41.36 | 24.64 | 37.15 | — | — | — | — | 22.55 | |
| MS-CLS-Rec2022.03 | 40.97 | 23.2 | 36.96 | — | — | — | — | — | |
| ATS-A2022.03 | 40.68 | 24.12 | 36.97 | — | — | — | — | 22.15 | |
| MT-MS-CLS2022.03 | 40.65 | 24.02 | 36.69 | — | — | — | — | 22.17 | |
| MS-CLSsource=released code2022.03 | 40.44 | 22.19 | 36.32 | — | — | — | — | 21.01 | |
| MS-CLS2022.03 | 40.34 | 22.65 | 36.39 | — | — | — | — | 21.09 | |
| MT-CLS2022.03 | 40.25 | 22.58 | 36.21 | — | — | — | — | 21.06 | |
| MT-CLSsource=released code2022.03 | 40.05 | 21.72 | 35.74 | — | — | — | — | 20.96 | |
| TNCLS2022.03 | 38.85 | 21.93 | 35.05 | — | — | — | — | 19.43 | |
| MCLASScenario=Full dataset2021.05 | 35.65 | 16.97 | 31.14 | 0.577 | — | — | — | — | |
| NCLSScenario=Full dataset2021.05 | 35.6 | 16.78 | 30.27 | 0.5835 | — | — | — | — | |
| GLTran2022.03 | 35.45 | 16.86 | 31.28 | — | — | — | — | 16.9 | |
| NCLS+MSScenario=Full dataset2021.05 | 34.84 | 16.05 | 29.47 | 0.5807 | — | — | — | — | |
| TLTranScenario=Full dataset2021.05 | 33.64 | 15.58 | 29.74 | — | — | — | — | — | |
| MCLASScenario=Maximum Low-resource2021.05 | 30.73 | 12.26 | 26.51 | 0.5633 | — | — | — | — | |
| NCLSScenario=Maximum Low-resource2021.05 | 29.05 | 10.88 | 24.32 | 0.5492 | — | — | — | — | |
| NCLS+MSScenario=Maximum Low-resource2021.05 | 28.63 | 10.63 | 24 | 0.5485 | — | — | — | — | |
| MCLASScenario=Medium Low-resource2021.05 | 27.84 | 10.41 | 24.12 | 0.5464 | — | — | — | — | |
| NCLS+MSScenario=Medium Low-resource2021.05 | 26.86 | 9.06 | 22.47 | 0.5377 | — | — | — | — | |
| NCLSScenario=Medium Low-resource2021.05 | 26.42 | 8.9 | 22.05 | 0.5373 | — | — | — | — | |
| GETran2022.03 | 24.34 | 9.14 | 20.13 | — | — | — | — | 0.64 | |
| MCLASScenario=Minimum Low-resource2021.05 | 21.03 | 6.03 | 18.16 | 0.5023 | — | — | — | — | |
| NCLSScenario=Minimum Low-resource2021.05 | 20.93 | 5.88 | 17.58 | 0.5041 | — | — | — | — | |
| NCLS+MSScenario=Minimum Low-resource2021.05 | 20.5 | 5.45 | 17.25 | 0.5025 | — | — | — | — | |
| ATS-ASetting=Full setting2022.03 | — | — | — | — | 3.44 | 4.16 | 3.98 | — | |
| MS-CLSSetting=Full setting2022.03 | — | — | — | — | 3.12 | 4.08 | 3.76 | — | |
| MT-CLSSetting=Full setting2022.03 | — | — | — | — | 3.36 | 4.24 | 4.14 | — | |
| MT-MS-CLSSetting=Full setting2022.03 | — | — | — | — | 3.42 | 4.46 | 4.22 | — | |
| VHMSetting=Full setting2022.03 | — | — | — | — | 3.56 | 4.54 | 4.38 | — |