Value Classification on TikTok Value Dataset Endorsed Values 1.0 (test)
48Weighted F1Gemini
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GeminiPipeline setting=2-step2025.01 | 48 | 43 | |
| GeminiPipeline setting=direct2025.01 | 46 | 40 | |
| RoBERTaPipeline setting=2-step2025.01 | 42 | 38 | |
| MistralPipeline setting=2-step2025.01 | 39 | 36 | |
| DeBERTaPipeline setting=2-step2025.01 | 36 | 33 | |
| LongformerPipeline setting=2-step2025.01 | 34 | 30 | |
| DeBERTaPipeline setting=2-step, Pre-training strategy=continuous Pre-Training2025.01 | 30 | 27 | |
| RoBERTaPipeline setting=2-step, Pre-training strategy=continuous Pre-Training2025.01 | 26 | 23 | |
| F-VideoMAEPipeline setting=direct2025.01 | 23 | 20 |