| Model,GoEmotion,BANKING77,TecRED,Few-NERD,DialogRE,Discovery | |
| [Gemma-7B-base](https://huggingface.co/google/gemma-7b),0,0,0.4,44.2,14.7,0 | |
| [LLaMA-2-7B-32K](https://huggingface.co/togethercomputer/LLaMA-2-7B-32K),0.2,77.2,0.8,41.6,13.5,0 | |
| [ChatGLM3-6B-32K](https://huggingface.co/THUDM/chatglm3-6b-32k),22,23.2,40.1,24.1,7.6,1 | |
| [Qwen-1.5-7B-base](https://huggingface.co/Qwen/Qwen1.5-7B),19,67.8,47.3,47.8,17.8,0 | |
| [Mistral-7B-v0.2-base](https://huggingface.co/TIGER-Lab/Mistral-7B-Base-V0.2),12.4,67.8,53.3,50,24.0,0 | |
| [LLaMA-2-7B-LongLora](https://huggingface.co/Yukang/Llama-2-7b-longlora-8k),0,0,0,0,0,0 | |
| [Yi-6B-200K](https://huggingface.co/01-ai/Yi-6B-200K),4,25.8,9.5,44.8,0.4,0 | |
| [Yi-34B-200K](https://huggingface.co/01-ai/Yi-34B-200K),0,4.2,50.2,52.6,29.7,0 | |
| [InternLM2-7B-base](https://huggingface.co/internlm/internlm2-base-7b),0,5.6,29.6,48.3,13.2,0 | |
| [Long-LLaMA-code-7B](https://huggingface.co/syzymon/long_llama_code_7b),0.4,32.6,7.1,29.4,5.2,0 | |
| [RWKV-5-World](https://huggingface.co/BlinkDL/rwkv-5-world),8.8,21.2,2.6,13.9,0,0.2 | |
| [Mamba-2.8B](https://huggingface.co/state-spaces/mamba-2.8b),0,0,0,0,0,0 | |
| [GPT4-turbo](https://platform.openai.com/docs/models),36.5,84.4,84.2,56.8,57.7,1.5 | |
| [GPT4o](https://platform.openai.com/docs/models),23.8,81.2,75.5,46.7,47.3,2.8 | |
| [Claude3-Opus](https://www.anthropic.com/news/claude-3-family),25.8,62.6,74.1,53.5,30.3,1.2 | |
| [Gemini-1.5-Pro](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/gemini-pro?pli=1&project=gemini-infer),19.0,82.2,82.3,55.4,37.8,14.0 |