NER on Malayalam NER (test)
0.55Macro-F1GETR-GAT + HAL + TET
Evaluation Results
| Method | Links | |
|---|---|---|
| GETR-GAT + HAL + TETHRL=Hindi2026.02 | 0.55 | |
| GETR-GAT + HALHRL=Hindi2026.02 | 0.53 | |
| GETR-GAT + HAL + TETHRL=English2026.02 | 0.52 | |
| GETR-GAT + HALHRL=English2026.02 | 0.51 | |
| GETR-GAT + TETHRL=Hindi2026.02 | 0.49 | |
| GETR-GATHRL=Hindi2026.02 | 0.48 | |
| GETR-GAT + TETHRL=English2026.02 | 0.47 | |
| GETR-GATHRL=English2026.02 | 0.46 | |
| GETR-GCN + HALHRL=Hindi2026.02 | 0.44 | |
| GETR-GCN + HAL + TETHRL=Hindi2026.02 | 0.44 | |
| GETR-GCN + HALHRL=English2026.02 | 0.43 | |
| GETR-GCN + HAL + TETHRL=English2026.02 | 0.43 | |
| GETR-GCNHRL=Hindi2026.02 | 0.38 | |
| GETR-GCN + TETHRL=Hindi2026.02 | 0.38 | |
| GETR-GCNHRL=English2026.02 | 0.37 | |
| GETR-GCN + TETHRL=English2026.02 | 0.37 | |
| HALHRL=Hindi2026.02 | 0.32 | |
| HAL + TETHRL=Hindi2026.02 | 0.32 | |
| HAL + TETHRL=English2026.02 | 0.31 | |
| HALHRL=English2026.02 | 0.3 | |
| AdaMergeXHRL=English2026.02 | 0.28 | |
| Joint TrainingHRL=Hindi2026.02 | 0.28 | |
| Adapter FinetuningHRL=Hindi2026.02 | 0.28 | |
| XLMFT-HRLRLHRL=Hindi2026.02 | 0.28 | |
| XLMFT-HRLAdapLRLHRL=Hindi2026.02 | 0.28 | |
| LoRAHRL=Hindi2026.02 | 0.28 | |
| AdaMergeXHRL=Hindi2026.02 | 0.28 | |
| LoRAHRL=English2026.02 | 0.27 | |
| XLMFT-HRL2LRLHRL=Hindi2026.02 | 0.27 | |
| HAL-LRLHRL=Hindi2026.02 | 0.27 | |
| Joint TrainingHRL=English2026.02 | 0.26 | |
| Adapter FinetuningHRL=English2026.02 | 0.26 | |
| XLMFT-HRLRLHRL=English2026.02 | 0.26 | |
| XLMFT-HRLAdapLRLHRL=English2026.02 | 0.26 | |
| HAL-LRLHRL=English2026.02 | 0.26 | |
| XLMFT-LRLHRL=Hindi2026.02 | 0.26 | |
| XLMFT-HRL2LRLHRL=English2026.02 | 0.24 | |
| XLMFT-LRLHRL=English2026.02 | 0.23 | |
| Scratch TrainingHRL=None2026.02 | 0.03 |