Aspect Sentiment Triplet Extraction on ASTE Laptop Domain (test)
0.6307PrecisionHuman Labeled
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Human LabeledNum. of Samples=906, Cost (USD)=130 - 200, Time (Mins)=18002022.12 | 0.6307 | 0.5599 | 0.5932 | |
| PGDA1Num. of Samples=906, Cost (USD)=11.34, Time (Mins)=182022.12 | 0.5793 | 0.4438 | 0.5026 | |
| PGDG2Num. of Samples=1000, Cost (USD)=7.68, Time (Mins)=14†2022.12 | 0.5493 | 0.1436 | 0.2277 | |
| PGDA2Num. of Samples=906, Cost (USD)=9.02, Time (Mins)=172022.12 | 0.5078 | 0.2413 | 0.3271 | |
| PGDA3Num. of Samples=906, Cost (USD)=12.84, Time (Mins)=192022.12 | 0.5073 | 0.3831 | 0.4365 | |
| PGINum. of Samples=328, Cost (USD)=3.92, Time (Mins)=92022.12 | 0.501 | 0.4843 | 0.4925 | |
| DADGNum. of Samples=1000, Cost (USD)=13.74, Time (Mins)=18†2022.12 | 0.4861 | 0.0645 | 0.1138 | |
| Human LabeledNum. of Samples=91, Cost (USD)=13 - 20, Time (Mins)=1802022.12 | 0.4514 | 0.3849 | 0.4155 | |
| PGDG3Num. of Samples=1000, Cost (USD)=13.77, Time (Mins)=18†2022.12 | 0.451 | 0.1271 | 0.1983 | |
| PGDG1Num. of Samples=1000, Cost (USD)=9.41, Time (Mins)=15†2022.12 | 0.4436 | 0.2247 | 0.2983 |