Named Entity Recognition on MultiCoNER
0.5841F1 ScoreABEX
Evaluation results
| Method | Links | |
|---|---|---|
| ABEXTraining samples=10002024.06 | 0.5841 | |
| Gold-onlyTraining samples=10002024.06 | 0.5703 | |
| ABEXTraining samples=5002024.06 | 0.5603 | |
| GPT-NERTraining samples=10002024.06 | 0.5592 | |
| GENIUSTraining samples=5002024.06 | 0.557 | |
| LLAMA-2-13BTraining samples=10002024.06 | 0.5568 | |
| ABEX-stage-1Training samples=10002024.06 | 0.556 | |
| PromDATraining samples=5002024.06 | 0.5502 | |
| ABEX-stage-1Training samples=5002024.06 | 0.5473 | |
| LwTRTraining samples=10002024.06 | 0.5467 | |
| ABEX-stage-2Training samples=10002024.06 | 0.5436 | |
| ABEX-stage-2Training samples=5002024.06 | 0.5414 | |
| PromDATraining samples=10002024.06 | 0.5355 | |
| Gold-onlyTraining samples=5002024.06 | 0.5269 | |
| GPT-NERTraining samples=5002024.06 | 0.5219 | |
| ABEXTraining samples=2002024.06 | 0.5175 | |
| GENIUSTraining samples=10002024.06 | 0.5106 | |
| LwTRTraining samples=5002024.06 | 0.51 | |
| LLAMA-2-13BTraining samples=5002024.06 | 0.506 | |
| LwTRTraining samples=2002024.06 | 0.5022 | |
| ABEX-stage-1Training samples=2002024.06 | 0.4944 | |
| MELMTraining samples=10002024.06 | 0.4901 | |
| PromDATraining samples=2002024.06 | 0.4893 | |
| ABEX-stage-2Training samples=2002024.06 | 0.4873 | |
| ABEX-AbsTraining samples=10002024.06 | 0.479 | |
| GENIUSTraining samples=2002024.06 | 0.4777 | |
| GPT-NERTraining samples=2002024.06 | 0.4637 | |
| MELMTraining samples=5002024.06 | 0.4627 | |
| LLAMA-2-13BTraining samples=2002024.06 | 0.4536 | |
| ABEX-AbsTraining samples=5002024.06 | 0.4471 | |
| ABEXTraining samples=1002024.06 | 0.4305 | |
| GENIUSTraining samples=1002024.06 | 0.4233 | |
| LwTRTraining samples=1002024.06 | 0.4223 | |
| DAGATraining samples=10002024.06 | 0.4213 | |
| PromDATraining samples=1002024.06 | 0.414 | |
| ABEX-stage-1Training samples=1002024.06 | 0.4128 | |
| ABEX-stage-2Training samples=1002024.06 | 0.4125 | |
| GPT-NERTraining samples=1002024.06 | 0.4081 | |
| LLAMA-2-13BTraining samples=1002024.06 | 0.3982 | |
| DAGATraining samples=2002024.06 | 0.3671 | |
| ABEX-AbsTraining samples=2002024.06 | 0.3528 | |
| DAGATraining samples=5002024.06 | 0.3139 | |
| MELMTraining samples=2002024.06 | 0.3096 | |
| Gold-onlyTraining samples=2002024.06 | 0.2491 | |
| ABEX-AbsTraining samples=1002024.06 | 0.2462 | |
| DAGATraining samples=1002024.06 | 0.1911 | |
| MELMTraining samples=1002024.06 | 0.1662 | |
| Gold-onlyTraining samples=1002024.06 | 0.1586 |