Classification on RT
0.9273AccuracyCC
Evaluation Results
| Method | Links | |
|---|---|---|
| CCModel=Mistral, k-shot=8, Seeds=52025.05 | 0.9273 | |
| DCModel=Mistral, k-shot=8, Seeds=52025.05 | 0.9273 | |
| Base LLMModel=Mistral, k-shot=8, Seeds=52025.05 | 0.9266 | |
| BCModel=Mistral, k-shot=8, Seeds=52025.05 | 0.9266 | |
| BCModel=Mistral, Shots=42025.05 | 0.9266 | |
| SCModel=Llama, k-shot=8, Seeds=52025.05 | 0.9258 | |
| DCModel=Llama, k-shot=8, Seeds=52025.05 | 0.925 | |
| Base LLMModel=Mistral, Shots=42025.05 | 0.925 | |
| CCModel=Llama, k-shot=8, Seeds=52025.05 | 0.9242 | |
| CCModel=Mistral, Shots=42025.05 | 0.9242 | |
| DCModel=Mistral, Shots=42025.05 | 0.9242 | |
| CCModel=Qwen, k-shot=8, Seeds=52025.05 | 0.923 | |
| CCModel=Llama, Shots=42025.05 | 0.9207 | |
| BCModel=Llama, k-shot=8, Seeds=52025.05 | 0.9203 | |
| BCModel=Qwen, k-shot=8, Seeds=52025.05 | 0.9195 | |
| Base LLMModel=Llama, k-shot=8, Seeds=52025.05 | 0.9195 | |
| DCModel=Llama, Shots=42025.05 | 0.9195 | |
| SCModel=Llama, Shots=42025.05 | 0.9156 | |
| SCModel=Mistral, Shots=42025.05 | 0.9156 | |
| BCModel=Llama, Shots=42025.05 | 0.9152 | |
| Base LLMModel=Llama, Shots=42025.05 | 0.9117 | |
| DCModel=Qwen, k-shot=8, Seeds=52025.05 | 0.9109 | |
| Base LLMModel=Qwen, k-shot=8, Seeds=52025.05 | 0.9102 | |
| SCModel=Qwen, k-shot=8, Seeds=52025.05 | 0.907 | |
| DCModel=Qwen, Shots=42025.05 | 0.9031 | |
| BCModel=Qwen, Shots=42025.05 | 0.902 | |
| SCModel=Mistral, k-shot=8, Seeds=52025.05 | 0.9016 | |
| CCModel=Qwen, Shots=42025.05 | 0.8992 | |
| SCModel=Qwen, Shots=42025.05 | 0.8941 | |
| Base LLMModel=Qwen, Shots=42025.05 | 0.8828 | |
| AdaNormk=1/102019.11 | 0.775 | |
| LayerNorm2019.11 | 0.7721 | |
| w/o Norm2019.11 | 0.7685 | |
| LayerNorm-simple2019.11 | 0.7666 |