PDTB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Top-level Implicit Discourse Relation Recognition | PDTB 2.0 (Ji split) | F1 Score75.34 | 61 | |
| Second-level Implicit Discourse Relation Recognition | PDTB 2.0 (Ji split) | Accuracy68.14 | 54 | |
| Second-level Implicit Discourse Relation Recognition | PDTB 2.0 (Lin split) | Accuracy67.62 | 41 | |
| Top-level Implicit Discourse Relation Recognition | PDTB Lin split 2.0 | F172.78 | 32 | |
| Implicit Discourse Relation Classification | PDTB 2 (test) | Accuracy64.12 | 14 | |
| Implicit Discourse Relation Recognition | PDTB 2.0 | Top-level Macro F169.6 | 14 | |
| Explicit Discourse Relation Recognition | PDTB 2.0 (test) | Accuracy96.73 | 9 | |
| Implicit discourse relation prediction | PDTB Level 2 Fine 16 (test) | Accuracy41.3 | 8 | |
| Implicit discourse relation prediction | PDTB Level 1 Coarse 5 (test) | Accuracy52.5 | 8 | |
| Top-level Implicit Discourse Relation Recognition | PDTB 3.0 (test) | Macro F169.06 | 7 | |
| Implicit Discourse Relation Recognition | PDTB 3.0 | Top-level Macro F174.21 | 7 | |
| Implicit Discourse Relation Recognition | PDTB 3.0 (test) | Top-Sec64.86 | 5 | |
| Implicit Discourse Relation Recognition | PDTB 2.0 (test) | Top-Sec61.79 | 5 | |
| Discourse Relation Recognition | PDTB 2.0 (test) | Accuracy54.09 | 5 | |
| Implicit Discourse Relation Recognition | PDTB Second-level Senses 2.0 (test) | Comp. Concession0 | 3 | |
| Connective Prediction | PDTB 3.0 (test) | Macro-F110.52 | 2 |
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