Topic Segmentation on VIDEOAULA (val)
67.34F1 ScoreTOC-NEMO + PAUSE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TOC-NEMO + PAUSETuning=fine-tuned2026.01 | 67.34 | 55.18 | |
| TOC-NEMOTuning=fine-tuned2026.01 | 64.26 | 51.94 | |
| CS-BERTTuning=fine-tuned2026.01 | 47.77 | 34.22 | |
| TOC-QWEN + PAUSETuning=fine-tuned2026.01 | 45.69 | 35.95 | |
| MINISEGTuning=fine-tuned2026.01 | 38.72 | 28.28 | |
| SEGMENTLLM CHATGPTTuning=zero-shot2026.01 | 27.57 | 22.29 | |
| TOC-NEMOTuning=zero-shot2026.01 | 12.27 | 14.06 | |
| TOC-NEMO + PAUSETuning=zero-shot2026.01 | 9.9 | 12.4 | |
| TT-BERTTuning=zero-shot2026.01 | 9.42 | 8.73 | |
| SEGMENTLLM NEMO cf.Tuning=zero-shot2026.01 | 4.92 | 4.68 |