Text Classification on SST-5 20%S (test)
70.51AccuracyLLM-base
Evaluation results
| Method | Links | |
|---|---|---|
| LLM-basemodel=GPT-4o2025.10 | 70.51 | |
| Base (Clean)backbone=Llama3.1-8B-Instruct, training_data=ground truth2025.10 | 58.05 | |
| Delorabackbone=Llama3.1-8B-Instruct2025.10 | 57.39 | |
| LAFTbackbone=Llama3.1-8B-Instruct2025.10 | 55 | |
| NoiseALbackbone=Llama3.1-8B-Instruct2025.10 | 55 | |
| Basebackbone=Llama3.1-8B-Instruct2025.10 | 54.08 | |
| SENTbackbone=Llama3.1-8B-Instruct2025.10 | 54.05 | |
| Co-Teachingbackbone=Llama3.1-8B-Instruct2025.10 | 53.99 | |
| CleaRbackbone=Llama3.1-8B-Instruct2025.10 | 53.69 | |
| SelfMixbackbone=Llama3.1-8B-Instruct2025.10 | 53.63 |