Attribute Value Extraction on AE-110K
87.5F1 ScoreGPT-4(.1)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPT-4(.1)Prompting Setting=10-shot2026.04 | 87.5 | 17.85 | |
| Qwen3-32BDecoding Strategy=HPD2026.04 | 85.4 | 0.27 | |
| Qwen3-8BDecoding Strategy=HPD2026.04 | 85.3 | 0.07 | |
| Qwen3-4BDecoding Strategy=HPD2026.04 | 83.9 | 0.063 | |
| Qwen3-1.7BDecoding Strategy=HPD2026.04 | 81.4 | 0.035 | |
| Phi4-14BDecoding Strategy=AR2026.04 | 79.7 | 0.35 | |
| Qwen3-4BDecoding Strategy=AR2026.04 | 79.5 | 0.156 | |
| Qwen3-32BDecoding Strategy=AR2026.04 | 79.4 | 0.727 | |
| Qwen3-8BDecoding Strategy=AR2026.04 | 78.7 | 0.163 | |
| Phi4-14BDecoding Strategy=HPD2026.04 | 78.2 | 0.109 | |
| Qwen3-1.7BDecoding Strategy=AR2026.04 | 78 | 0.076 | |
| GPT-4(.1)Prompting Setting=0-shot2026.04 | 62.1 | — |