| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Rest14 (test) | Middle unmasking | Micro F183.64 | 23 | 1mo ago | |
| ACE05 (test) | Sequence repetition | Micro F177.79 | 23 | 1mo ago | |
| NLU++ (test) | Sequence repetition | Micro F181.29 | 23 | 1mo ago | |
| Restaurant 16 | RoBERTa-BiLSTM + Global Context Mechanism | F1 Score77.3 | 20 | 1mo ago | |
| Restaurant15 | RoBERTa-BiLSTM + Global Context Mechanism | F1 Score69.37 | 20 | 1mo ago | |
| Restaurant 14 | RoBERTa + self-attention | F1 Score78.45 | 20 | 1mo ago | |
| Laptop14 | RoBERTa-BiLSTM + CRF | F1 Score70.96 | 20 | 1mo ago | |
| KOMPETENCER Danish (DA) (test) | XLM-Rlarge | Weighted Macro F145.6 | 4 | 1mo ago | |
| FIJO French (FR) (test) | ESCOXLM-R | Span F142 | 4 | 1mo ago | |
| GNEHM German (DE) (test) | ESCOXLM-R | Span-F188.4 | 4 | 1mo ago | |
| KOMPETENCER English (EN) (test) | XLM-Rlarge | Weighted Macro F164.3 | 4 | 1mo ago | |
| JOBSTACK English (test) | Transformer (Multi-task) | Span-F182.1 | 4 | 1mo ago | |
| GREEN English (EN) (test) | ESCOXLM-R | Span-F151.2 | 4 | 1mo ago | |
| SAYFULLINA English (EN) (test) | ESCOXLM-R | Span-F192.2 | 4 | 1mo ago | |
| SKILLSPAN English (test) | ESCOXLM-R | Span-F162.6 | 4 | 1mo ago | |
| Assembly and Algorithmic Tasks | - | - | 0 | 1mo ago |
