Downstream classification on Movie Tagging CiM Device-2 noise
51.16AccuracyTONEL (w/ TL)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TONEL (w/ TL)Generator LLM=Gemma-2B2026.01 | 51.16 | 47.8 | |
| TONEL (w/ TL)Generator LLM=Llama-3.2-3B2026.01 | 50.1 | 48.47 | |
| TONEL (w/ PL)Generator LLM=Gemma-2B2026.01 | 41.04 | 38.02 | |
| TONEL (w/ PL)Generator LLM=Llama-3.2-3B2026.01 | 39.74 | 34.38 | |
| RoCRGenerator LLM=Gemma-2B2026.01 | 34.12 | 31.07 | |
| RoCRGenerator LLM=Llama-3.2-3B2026.01 | 32.58 | 28.93 | |
| BaselineGenerator LLM=Gemma-2B2026.01 | 14.6 | 9.33 | |
| BaselineGenerator LLM=Llama-3.2-3B2026.01 | 10.84 | 4.98 |