Binary classification on kick
0.81ROC AUCTrompt
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TromptText Model=text-embedding-3-large (OpenAI), Text Processing=text_embedded2024.03 | 0.81 | 538 | |
| LightGBMText Model=text-embedding-3-large (OpenAI), Text Processing=text_embedded2024.03 | 0.809 | 1,924.3 | |
| ResNetText Model=text-embedding-3-large (OpenAI), Text Processing=text_embedded2024.03 | 0.807 | 107.1 | |
| FTTransformerText Model=text-embedding-3-large (OpenAI), Text Processing=text_embedded2024.03 | 0.807 | 168.9 | |
| Best single model (Shi et al., 2021)2024.03 | 0.794 | — | |
| ResNetText Model=ROBERTa-large, Text Processing=text_tokenized2024.03 | 0.786 | — | |
| FTTransformerText Model=ROBERTa-large, Text Processing=text_tokenized2024.03 | 0.775 | — | |
| LightGBMText Model=all-roberta-large-v1 (Sentence Transformer), Text Processing=text_embedded2024.03 | 0.767 | 1,931.9 | |
| TromptText Model=all-roberta-large-v1 (Sentence Transformer), Text Processing=text_embedded2024.03 | 0.756 | 581.9 | |
| ResNetText Model=all-roberta-large-v1 (Sentence Transformer), Text Processing=text_embedded2024.03 | 0.753 | 27.8 | |
| FTTransformerText Model=all-roberta-large-v1 (Sentence Transformer), Text Processing=text_embedded2024.03 | 0.747 | 77.4 |