CVRM prediction on Consult Texts
91.48F1-ScoreH-transformer 1D
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| H-transformer 1DPooling strategy=average pooling2026.03 | 91.48 | 91.48 | 89.73 | 0.646 | |
| H-transformer 1DPooling strategy=Classification Token Pooling2026.03 | 89.73 | 89.73 | 91.48 | 0.718 | |
| Linear SVCKernel type=Linear Kernel2026.03 | 86.13 | 82.8 | 92.78 | 0.749 | |
| ResNet1D2026.03 | 78.54 | 78.54 | 78.54 | 0.371 | |
| Zero-Shot LLM GPT-4oZero-shot=true2026.03 | 35.29 | 21.63 | 95.7 | 0.14 | |
| Zero-Shot LLM GPT-4.1-miniZero-shot=true2026.03 | 34.96 | 21.7 | 89.3 | 0.12 | |
| Zero-Shot LLM GPT-4o-miniZero-shot=true2026.03 | 34.81 | 21.31 | 94.8 | 0.12 | |
| Zero-Shot LLM GPT-4.1Zero-shot=true2026.03 | 33.45 | 20.3 | 93.3 | 0.07 | |
| Dummy Classifier2026.03 | 31.17 | 19.36 | 79.94 | -0.0013 |