Hierarchical Topic Segmentation on LECTUREDE (leave-one-speaker-out cross-validation)
21.73BhierTOC-NEMO + PAUSE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TOC-NEMO + PAUSESetting=Zero-shot2026.01 | 21.73 | 5.94 | |
| TOC-NEMOSetting=Zero-shot2026.01 | 21.56 | 4.52 | |
| SEGMENTLLM NEMOSetting=Zero-shot2026.01 | 8.72 | -2.65 | |
| TT-BERTSetting=Zero-shot2026.01 | 7.92 | -0.39 |