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 51–60 of 1135 papers

TitleStatusHype
AgentBench: Evaluating LLMs as AgentsCode4
FuseChat: Knowledge Fusion of Chat ModelsCode4
PromptFix: You Prompt and We Fix the PhotoCode4
A Survey on Vision-Language-Action Models for Embodied AICode4
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated LearningCode3
FlashFace: Human Image Personalization with High-fidelity Identity PreservationCode3
NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language ModelsCode3
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP TasksCode3
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical PerceptionCode3
EventRL: Enhancing Event Extraction with Outcome Supervision for Large Language ModelsCode3
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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