Key Point Analysis on ArgKP 2021 (test)
32.8R-1SKPM
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| SKPMBackbone=Flan-T5-xxl, Data Augmentation=true, Iterative Clustering=true2023.05 | 32.8 | 9.7 | 29.9 | 0.7 | 0.71 | 0.71 | 0.73 | 0.79 | 0.76 | 0.0416 | |
| SKPMBackbone=Flan-T5-xl, Data Augmentation=true, Iterative Clustering=true2023.05 | 32.2 | 9 | 27.9 | 0.68 | 0.67 | 0.67 | 0.58 | 0.71 | 0.64 | 0.0382 | |
| SKPMBackbone=Flan-T5-Large, Data Augmentation=true, Iterative Clustering=true2023.05 | 31.4 | 9.1 | 28.1 | 0.57 | 0.62 | 0.6 | 0.54 | 0.75 | 0.63 | 0.0276 | |
| SKPMBackbone=T5-effictive-base, Data Augmentation=true, Iterative Clustering=false2023.05 | 30.7 | 9.1 | 27.6 | 0.58 | 0.58 | 0.58 | 0.53 | 0.66 | 0.59 | 0.0304 | |
| SKPMBackbone=T5-effictive-base, Data Augmentation=true, Iterative Clustering=true2023.05 | 30.3 | 8.9 | 28.1 | 0.59 | 0.58 | 0.59 | 0.57 | 0.63 | 0.6 | 0.032 | |
| USKPMBackbone=T5-effictive-base, Iterative Clustering=true2023.05 | 29.5 | 7.8 | 28.1 | 0.61 | 0.57 | 0.59 | 0.54 | 0.66 | 0.6 | 0.0318 | |
| SKPMBackbone=T5-effictive-base, Data Augmentation=false, Iterative Clustering=true2023.05 | 28.9 | 9.2 | 28.3 | 0.62 | 0.57 | 0.59 | 0.53 | 0.6 | 0.57 | 0.0332 | |
| KMeansBackbone=T5-effictive-base2023.05 | 26.5 | 7.3 | 25.5 | 0.59 | 0.56 | 0.57 | 0.53 | 0.69 | 0.6 | 0.0264 | |
| USKPMBackbone=T5-effictive-base2023.05 | 25.2 | 5.7 | 23.2 | 0.59 | 0.53 | 0.56 | 0.52 | 0.63 | 0.57 | 0.0306 | |
| SKPMBackbone=T5-effictive-base, Data Augmentation=false, Iterative Clustering=false2023.05 | 24.9 | 6.1 | 24 | 0.55 | 0.55 | 0.55 | 0.53 | 0.67 | 0.59 | 0.0279 | |
| Enigma2023.05 | 20 | 4.8 | 18 | 0.58 | 0.57 | 0.57 | 0.54 | 0.69 | 0.61 | 0.0368 | |
| GBSmode=Baseline2023.05 | 19.8 | 3.5 | 18 | 0.51 | 0.54 | 0.53 | 0.53 | 0.66 | 0.59 | 0.0258 | |
| GBSmode=Ours2023.05 | 19.6 | 3.4 | 17.7 | 0.53 | 0.52 | 0.52 | 0.53 | 0.71 | 0.61 | 0.025 | |
| Aspect Clustering2023.05 | 18.9 | 4.7 | 17.1 | — | — | — | — | — | — | — |