Instruction Dataset Quality Evaluation on Public Instruction Tuning Datasets (test)
20.4Discrimination IndexIDGen
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IDGenSeed data=Hard seed data2024.09 | 20.4 | 1.941 | |
| WizardLM2024.09 | 14 | 1.235 | |
| IDGenSeed data=SELF-INSTRUCT seed data2024.09 | 13.7 | 1.541 | |
| SELF-INSTRUCT2024.09 | 10.9 | 1.319 | |
| Instruction Tuning with GPT-42024.09 | 9.8 | 1.215 | |
| SELF-INSTRUCT_seed_data2024.09 | 6.1 | 1.146 |