Named Entity Recognition on MIT (test)
7,804Movie Entity ScoreLOCUS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LOCUSparams=470M, evaluation_protocol=ours-few-shot2025.12 | 7,804 | 6,781 | |
| LOCUSminiparams=5M, evaluation_protocol=ours-few-shot2025.12 | 7,780 | 6,614 | |
| GNER-LLaMAparams=13B, evaluation_protocol=instruction tuned or finetuned2025.12 | 6,860 | 4,750 | |
| InstructUIEparams=11B, evaluation_protocol=zero-shot2025.12 | 6,300 | 2,100 | |
| GoLLIEparams=7B, evaluation_protocol=zero-shot2025.12 | 6,300 | 4,340 | |
| GNER-T5params=770M, evaluation_protocol=instruction tuned or finetuned2025.12 | 6,250 | 5,100 | |
| GPT-4oparams=-, evaluation_protocol=few-shot2025.12 | 6,012 | 5,528 | |
| GLiNER-Lparams=450M, evaluation_protocol=instruction tuned or finetuned2025.12 | 5,720 | 4,290 | |
| SLIMERparams=7B, evaluation_protocol=instruction tuned or finetuned2025.12 | 5,090 | 3,820 | |
| UniNER-13Bparams=13B, evaluation_protocol=zero-shot2025.12 | 4,870 | 3,620 | |
| RA-IT (50K)params=8B, evaluation_protocol=instruction tuned or finetuned2025.12 | 4,518 | 4,078 | |
| GPT-3.5-turboparams=175B, evaluation_protocol=zero-shot2025.12 | 530 | 3,280 | |
| Vicuna-13Bparams=13B, evaluation_protocol=zero-shot2025.12 | 90 | 40 |