Toxicity Classification on RealToxicity Prompts GPT-3 prompted (test)
0.61LossV-REx
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| V-RExEnvironment=Identity attribute sum, beta=102023.05 | 0.61 | 57 | 0.09 | |
| V-RExEnvironment=EVIAN - Metadata, beta=52023.05 | 0.62 | 56 | 0.09 | |
| ERM2023.05 | 0.65 | 53 | 0.12 | |
| V-RExEnvironment=Random, beta=52023.05 | 0.65 | 53 | 0.12 | |
| V-RExEnvironment=Created date, beta=12023.05 | 0.65 | 53 | 0.12 | |
| MMDEnvironment=Random, beta=0.252023.05 | 0.65 | 54 | 0.13 | |
| MMDEnvironment=Identity attribute sum, beta=0.52023.05 | 0.65 | 54 | 0.12 | |
| MMDEnvironment=EVIAN - Metadata, beta=0.252023.05 | 0.65 | 52 | 0.13 | |
| CORALEnvironment=Created date, beta=0.52023.05 | 0.65 | 54 | 0.12 | |
| CORALEnvironment=EVIAN - Metadata, beta=0.52023.05 | 0.65 | 52 | 0.12 | |
| V-RExEnvironment=EVIAN - Scramble, beta=52023.05 | 0.66 | 53 | 0.12 | |
| MMDEnvironment=Created date, beta=0.252023.05 | 0.66 | 54 | 0.13 | |
| CORALEnvironment=Random, beta=52023.05 | 0.66 | 53 | 0.13 | |
| CORALEnvironment=Identity attribute sum, beta=12023.05 | 0.66 | 54 | 0.13 | |
| MMDEnvironment=EVIAN - Scramble, beta=0.252023.05 | 0.67 | 53 | 0.13 | |
| CORALEnvironment=EVIAN - Scramble, beta=52023.05 | 0.68 | 52 | 0.14 |