Value Classification on TikTok Value Dataset Confronted Values 1.0 (test)
38Weighted F1RoBERTa
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RoBERTaPipeline setting=2-step2025.01 | 38 | 35 | |
| GeminiPipeline setting=2-step2025.01 | 36 | 37 | |
| DeBERTaPipeline setting=2-step2025.01 | 35 | 32 | |
| LongformerPipeline setting=2-step2025.01 | 28 | 20 | |
| GeminiPipeline setting=direct2025.01 | 26 | 27 | |
| MistralPipeline setting=2-step2025.01 | 26 | 26 | |
| RoBERTaPipeline setting=2-step, Pre-training strategy=continuous Pre-Training2025.01 | 24 | 21 | |
| DeBERTaPipeline setting=2-step, Pre-training strategy=continuous Pre-Training2025.01 | 24 | 22 | |
| F-VideoMAEPipeline setting=direct2025.01 | 22 | 17 |