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 341350 of 1135 papers

TitleStatusHype
Hybrid Alignment Training for Large Language ModelsCode1
Instruction-Tuning Data Synthesis from Scratch via Web ReconstructionCode1
Few-shot Object Grounding and Mapping for Natural Language Robot Instruction FollowingCode1
Alexa Arena: A User-Centric Interactive Platform for Embodied AICode1
FILM: Following Instructions in Language with Modular MethodsCode1
Finding Blind Spots in Evaluator LLMs with Interpretable ChecklistsCode1
MM-Instruct: Generated Visual Instructions for Large Multimodal Model AlignmentCode1
Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play ApproachCode1
InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset ConstructionCode1
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst DesignCode1
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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