Named Entity Recognition on Twitter
43F1 ScoreCuckoo
Evaluation results
| Method | Links | |
|---|---|---|
| CuckooSample Size=512 Samples, Continually Pretrained=false2025.10 | 43 | |
| RoBERTa-LargeSample Size=512 Samples, Continually Pretrained=false2025.10 | 38 | |
| GPT-4o2025.10 | 35 | |
| Qwen3-0.6BSample Size=512 Samples, Continually Pretrained=true2025.10 | 33 | |
| Gemma3-1B-ItSample Size=512 Samples, Continually Pretrained=true2025.10 | 32 | |
| Qwen3-0.6BSample Size=512 Samples, Continually Pretrained=false2025.10 | 28 | |
| Gemma3-1B-ItSample Size=512 Samples, Continually Pretrained=false2025.10 | 20 | |
| CuckooSample Size=64 Samples, Continually Pretrained=false2025.10 | 19 | |
| Qwen3-0.6BSample Size=64 Samples, Continually Pretrained=true2025.10 | 12 | |
| Gemma3-1B-ItSample Size=64 Samples, Continually Pretrained=true2025.10 | 10 | |
| Gemma3-1B-ItSample Size=64 Samples, Continually Pretrained=false2025.10 | 7 | |
| Qwen3-0.6BSample Size=64 Samples, Continually Pretrained=false2025.10 | 6 | |
| RoBERTa-LargeSample Size=64 Samples, Continually Pretrained=false2025.10 | 0 |