| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ADI 17 (test) | CTC-DID + fine-tuned SSL | F1 (weighted)96.01 | 9 | 1mo ago | |
| MADAR Arabic 26 (test) | F1 Score67 | 8 | 11d ago | ||
| Casablanca (test) | CTC-DID + fine-tuned SSL | F1 (weighted)60.23 | 8 | 1mo ago | |
| DSL-ML Spanish 2024 (test) | IDIOLEX | F1 Score85 | 7 | 11d ago | |
| MDialBench RBT_model 1.0 (Turn 8) | Qwen3-8B-Full | Accuracy99.9 | 5 | 1mo ago | |
| MDialBench RBT_model 1.0 (Turn 4) | Gemma3-12B-Full | Accuracy99.7 | 5 | 1mo ago | |
| MDialBench RBT_model Turn 2 1.0 | Qwen3-8B-Full | Accuracy99.1 | 5 | 1mo ago | |
| MDialBench RBT_model 1.0 (Turn 1) | Qwen3-8B-Full | Accuracy0.967 | 5 | 1mo ago | |
| ADI 20 (test) | Ara-BEST-RQ | Accuracy96.02 | 4 | 25d ago | |
| ADI-20 (val) | Ara-BEST-RQ | Accuracy97.21 | 4 | 25d ago |
