Slot Filling on Restaurant-8K
98F1 ScoreSOLOIST
Evaluation Results
| Method | Links | |
|---|---|---|
| SOLOISTFraction=1, Training set size=81982020.05 | 98 | |
| Span-ConveRTFraction=1, Training set size=81982020.05 | 96 | |
| SOLOISTFraction=1/2, Training set size=40992020.05 | 95 | |
| Span-ConveRTFraction=1/2, Training set size=40992020.05 | 94 | |
| V-CNN-CRFFraction=1, Training set size=81982020.05 | 94 | |
| SOLOISTFraction=1/4, Training set size=20492020.05 | 93 | |
| Span-BERTFraction=1, Training set size=81982020.05 | 93 | |
| V-CNN-CRFFraction=1/2, Training set size=40992020.05 | 92 | |
| Span-ConveRTFraction=1/4, Training set size=20492020.05 | 91 | |
| Span-BERTFraction=1/2, Training set size=40992020.05 | 91 | |
| SOLOISTFraction=1/8, Training set size=10242020.05 | 89 | |
| Span-ConveRTFraction=1/8, Training set size=10242020.05 | 89 | |
| V-CNN-CRFFraction=1/4, Training set size=20492020.05 | 89 | |
| Span-BERTFraction=1/4, Training set size=20492020.05 | 88 | |
| V-CNN-CRFFraction=1/8, Training set size=10242020.05 | 85 | |
| Span-BERTFraction=1/8, Training set size=10242020.05 | 85 | |
| SOLOISTFraction=1/16, Training set size=5122020.05 | 84 | |
| Span-ConveRTFraction=1/16, Training set size=5122020.05 | 81 | |
| SOLOISTFraction=1/32, Training set size=2562020.05 | 79 | |
| Span-BERTFraction=1/16, Training set size=5122020.05 | 77 | |
| SOLOISTFraction=1/64, Training set size=1282020.05 | 74 | |
| V-CNN-CRFFraction=1/16, Training set size=5122020.05 | 74 | |
| Span-ConveRTFraction=1/32, Training set size=2562020.05 | 64 | |
| SOLOISTFraction=1/128, Training set size=642020.05 | 61 | |
| Span-ConveRTFraction=1/64, Training set size=1282020.05 | 58 | |
| V-CNN-CRFFraction=1/32, Training set size=2562020.05 | 57 | |
| Span-BERTFraction=1/32, Training set size=2562020.05 | 54 | |
| Span-BERTFraction=1/64, Training set size=1282020.05 | 42 | |
| Span-ConveRTFraction=1/128, Training set size=642020.05 | 41 | |
| V-CNN-CRFFraction=1/64, Training set size=1282020.05 | 37 | |
| Span-BERTFraction=1/128, Training set size=642020.05 | 30 | |
| V-CNN-CRFFraction=1/128, Training set size=642020.05 | 26 |