Named Entity Recognition on Biology
45F1 ScoreCuckoo
Evaluation results
| Method | Links | |
|---|---|---|
| CuckooSample Size=512 Samples, Continually Pretrained=false2025.10 | 45 | |
| CuckooSample Size=64 Samples, Continually Pretrained=false2025.10 | 42 | |
| RoBERTa-LargeSample Size=512 Samples, Continually Pretrained=false2025.10 | 41 | |
| Gemma3-1B-ItSample Size=512 Samples, Continually Pretrained=true2025.10 | 29 | |
| GPT-4o2025.10 | 27 | |
| Qwen3-0.6BSample Size=512 Samples, Continually Pretrained=true2025.10 | 26 | |
| Qwen3-0.6BSample Size=512 Samples, Continually Pretrained=false2025.10 | 23 | |
| Gemma3-1B-ItSample Size=64 Samples, Continually Pretrained=true2025.10 | 12 | |
| Gemma3-1B-ItSample Size=512 Samples, Continually Pretrained=false2025.10 | 12 | |
| Qwen3-0.6BSample Size=64 Samples, Continually Pretrained=true2025.10 | 10 | |
| Qwen3-0.6BSample Size=64 Samples, Continually Pretrained=false2025.10 | 8 | |
| Gemma3-1B-ItSample Size=64 Samples, Continually Pretrained=false2025.10 | 8 | |
| RoBERTa-LargeSample Size=64 Samples, Continually Pretrained=false2025.10 | 0 |