Value Classification on TikTok Value Dataset All Values 1.0 (test)
45Weighted F1Gemini
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GeminiPipeline setting=2-step2025.01 | 45 | 41 | |
| RoBERTaPipeline setting=2-step2025.01 | 41 | 37 | |
| GeminiPipeline setting=direct2025.01 | 40 | 37 | |
| DeBERTaPipeline setting=2-step2025.01 | 36 | 33 | |
| MistralPipeline setting=2-step2025.01 | 36 | 33 | |
| LongformerPipeline setting=2-step2025.01 | 33 | 27 | |
| DeBERTaPipeline setting=2-step, Pre-training strategy=continuous Pre-Training2025.01 | 29 | 25 | |
| RoBERTaPipeline setting=2-step, Pre-training strategy=continuous Pre-Training2025.01 | 26 | 23 | |
| F-VideoMAEPipeline setting=direct2025.01 | 23 | 19 |