Theme Assignment on Bluesky (500 randomly sampled posts)
67AccuracyLLM Theme
Evaluation results
| Method | Links | |
|---|---|---|
| LLM ThemeEvaluation Protocol=Human Judge2026.01 | 67 | |
| LLM SummaryEvaluation Protocol=Human Judge2026.01 | 62 | |
| LLM ThemeEvaluation Protocol=LLM Judge2026.01 | 51 | |
| LLM SummaryEvaluation Protocol=LLM Judge2026.01 | 46 | |
| LDAEvaluation Protocol=LLM Judge2026.01 | 44 | |
| LDAEvaluation Protocol=Human Judge2026.01 | 35 | |
| BERTopicEvaluation Protocol=Human Judge2026.01 | 26 | |
| BERTopicEvaluation Protocol=LLM Judge2026.01 | 25 |