Named Entity Recognition on Vehicle
76F1 ScoreGPT-4o
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-4o2025.10 | 76 | |
| CuckooSample Size=512 Samples, Continually Pretrained=false2025.10 | 75 | |
| RoBERTa-LargeSample Size=512 Samples, Continually Pretrained=false2025.10 | 66 | |
| Qwen3-0.6BSample Size=512 Samples, Continually Pretrained=true2025.10 | 63 | |
| Qwen3-0.6BSample Size=512 Samples, Continually Pretrained=false2025.10 | 60 | |
| Gemma3-1B-ItSample Size=512 Samples, Continually Pretrained=true2025.10 | 55 | |
| CuckooSample Size=64 Samples, Continually Pretrained=false2025.10 | 42 | |
| Gemma3-1B-ItSample Size=512 Samples, Continually Pretrained=false2025.10 | 42 | |
| RoBERTa-LargeSample Size=64 Samples, Continually Pretrained=false2025.10 | 0 | |
| Qwen3-0.6BSample Size=64 Samples, Continually Pretrained=false2025.10 | 0 | |
| Qwen3-0.6BSample Size=64 Samples, Continually Pretrained=true2025.10 | 0 | |
| Gemma3-1B-ItSample Size=64 Samples, Continually Pretrained=false2025.10 | 0 | |
| Gemma3-1B-ItSample Size=64 Samples, Continually Pretrained=true2025.10 | 0 |