Table 2. UUAS on CDT1.0.
The values with the bold style are the maximum values in each column among these methods or models.
| Model | Total | ATT | ADV | VOB | SBV | COO | RAD |
|---|---|---|---|---|---|---|---|
| positional offset | 27.9(1) | 61.6(1) | 48.5(1) | 28.1 (−1) |
44.0(1) | 18.7 (−2) |
74.7 (−1) |
| random BERT | 6.1 | 8.2 | 6.1 | 6.3 | 7.3 | 7.3 | 8.9 |
| Chinese BERT |
35.1 (9-9) |
65.2 (9–9) |
54.8 (6–6) |
65.8 (6–8) |
52.6 (9–3) |
44.5 (6–1) |
74.7 (7–4) |
| Model | POB | CMP | LAD | FOB | DBL | IOB | |
| positional offset | 34.2 (−1) |
73.8 (−1) |
58.3(1) | 48.7(1) | 50.0 (−1) |
78.2 (−1) |
|
| random BERT | 9.2 | 7.6 | 9.7 | 7.7 | 8.2 | 10.6 | |
| Chinese BERT |
77.7 (8-3) |
83.5 (7–8) |
73.0 (9–6) |
68.3 (9–10) |
69.5 (8–3) |
85.9 (8–3) |