| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AmbigQA | H0 topology | F1 Score79.5 | 29 | 1mo ago | |
| AmbiEnt | ShaQ (Max Span) | F1 Score74.6 | 11 | 1mo ago | |
| InViG Real World 1.0 (test) | Half-Full Disambig. (AR) | Precision89.8 | 2 | 5mo ago | |
| InViG Simulation 1.0 (test) | Half-Full Disambig. (AR) | Precision100 | 2 | 5mo ago | |
| Tier III 10% noise | SymLang | Ambiguity Detection Accuracy91.3 | 1 | 4mo ago |
