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 561–570 of 1135 papers

TitleStatusHype
From “Before” to “After”: Generating Natural Language Instructions from Image Pairs in a Simple Visual Domain—0
Superficial Safety Alignment Hypothesis—0
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following—0
From Persona to Personalization: A Survey on Role-Playing Language Agents—0
Surgical-LLaVA: Toward Surgical Scenario Understanding via Large Language and Vision Models—0
From Role-Play to Drama-Interaction: An LLM Solution—0
From Words to Workflows: Automating Business Processes—0
Frustrated with Code Quality Issues? LLMs can Help!—0
Who Taught You That? Tracing Teachers in Model Distillation—0
DNA 1.0 Technical Report—0
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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