Temporal Sentiment Localization on TSL300
29.31mAP@IoU=0.1FSENet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FSENetModel Scale=small model, Evaluation Protocol=Fine-tuned2026.03 | 29.31 | 22.49 | 13.24 | 21.45 | |
| LLaMA-2-7BEvaluation Protocol=Fine-tuned, Adaptation Method=LoRA+BSPG2026.03 | 27.76 | 11.82 | 5.16 | 11.75 | |
| LLaMA-2-7BEvaluation Protocol=Fine-tuned, Adaptation Method=LoRA2026.03 | 10.98 | 10.98 | 8.45 | 9.97 | |
| Qwen3-OmniEvaluation Protocol=zero-shot2026.03 | 7.67 | 5.03 | 2.67 | 5.07 |