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Class-averaged results on Task 3 over the 7 behaviors of interest (mean ± standard deviation over 5 runs.) The average F1 score in brackets corresponds to improvements with threshold tuning. See appendix for per class results.
| Method | Data Used During Training | Average F1 | MAP | ||
|---|---|---|---|---|---|
| Task 1 (train split) | Task 3 (train split) | Unlabeled Set | |||
| Baseline | ✓ | ✓ | 0.338 ± .004 | .317 ± .005 | |
| Baseline w/task prog | ✓ | ✓ | ✓ | .328 ± .009 | .320 ± .009 |
| MABe 2021 Task 3 Top-1 | ✓ | .319 ± .025 (.363 ± .020) |
.352 ± .023 | ||
