SOTAVerified

Instruction Following

Instruction following is the basic task of the model. This task is dedicated to evaluating the ability of the large model to follow human instructions. It is hoped that the model can generate controllable and safe answers.

Papers

Showing 411420 of 1135 papers

TitleStatusHype
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation ExtractorsCode1
M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language ModelsCode1
Enhancing Large Language Model with Self-Controlled Memory FrameworkCode1
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLMCode1
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and FeedbackCode1
Lana: A Language-Capable Navigator for Instruction Following and GenerationCode1
CB2: Collaborative Natural Language Interaction Research PlatformCode1
ChatGPT may Pass the Bar Exam soon, but has a Long Way to Go for the LexGLUE benchmarkCode1
Alexa Arena: A User-Centric Interactive Platform for Embodied AICode1
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction FollowingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AutoIF (Llama3 70B)Inst-level loose-accuracy90.4Unverified
2AutoIF (Qwen2 72B)Inst-level loose-accuracy88Unverified
3GPT-4Inst-level loose-accuracy85.37Unverified
4PaLM 2 SInst-level loose-accuracy59.11Unverified