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

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Showing 31–40 of 1135 papers

TitleStatusHype
ShowUI: One Vision-Language-Action Model for GUI Visual AgentCode5
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction ModelCode5
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init AttentionCode5
LiveBench: A Challenging, Contamination-Limited LLM BenchmarkCode5
Ranni: Taming Text-to-Image Diffusion for Accurate Instruction FollowingCode5
Instruction-Following Evaluation for Large Language ModelsCode5
LeVo: High-Quality Song Generation with Multi-Preference AlignmentCode5
Self-Instruct: Aligning Language Models with Self-Generated InstructionsCode5
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language ModelsCode5
PromptFix: You Prompt and We Fix the PhotoCode4
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AutoIF (Llama3 70B)Inst-level loose-accuracy90.4—Unverified
2AutoIF (Qwen2 72B)Inst-level loose-accuracy88—Unverified
3GPT-4Inst-level loose-accuracy85.37—Unverified
4PaLM 2 SInst-level loose-accuracy59.11—Unverified