Hierarchical Topic Segmentation on VIDEOAULA (leave-one-speaker-out cross-validation)
20.2Bhier ScoreSEGMENTLLM CHATGPT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SEGMENTLLM CHATGPTSetting=Zero-shot2026.01 | 20.2 | -2.09 | |
| TOC-NEMOSetting=Zero-shot2026.01 | 14.01 | -0.05 | |
| TOC-NEMO + PAUSESetting=Zero-shot2026.01 | 12 | -0.4 | |
| TT-BERTSetting=Zero-shot2026.01 | 8.64 | -0.09 | |
| SEGMENTLLM NEMOSetting=Zero-shot2026.01 | 4.17 | -0.51 |