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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 811–820 of 1135 papers

Title	Date	Tasks	Status	Hype
InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following	Dec 11, 2023	DecoderInstruction Following	CodeCode Available	0
Aligner: One Global Token is Worth Millions of Parameters When Aligning Large Language Models	Dec 9, 2023	Instruction Followingparameter-efficient fine-tuning	—Unverified	0
Localized Symbolic Knowledge Distillation for Visual Commonsense Models	Dec 8, 2023	Image DescriptionInstruction Following	CodeCode Available	0
Text as Image: Learning Transferable Adapter for Multi-Label Classification	Dec 7, 2023	image-classificationImage Classification	—Unverified	0
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following	Dec 5, 2023	Instruction Following	—Unverified	0
Creative Agents: Empowering Agents with Imagination for Creative Tasks	Dec 5, 2023	Instruction FollowingLanguage Modelling	CodeCode Available	1
InstructBooth: Instruction-following Personalized Text-to-Image Generation	Dec 4, 2023	Image GenerationInstruction Following	—Unverified	0
MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation	Dec 4, 2023	Instruction FollowingLanguage Modeling	—Unverified	0
TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding	Dec 4, 2023	Dense CaptioningHighlight Detection	CodeCode Available	2
SeaLLMs -- Large Language Models for Southeast Asia	Dec 1, 2023	Instruction Following	CodeCode Available	1

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	AutoIF (Llama3 70B)	Inst-level loose-accuracy	90.4	—	Unverified
2	AutoIF (Qwen2 72B)	Inst-level loose-accuracy	88	—	Unverified
3	GPT-4	Inst-level loose-accuracy	85.37	—	Unverified
4	PaLM 2 S	Inst-level loose-accuracy	59.11	—	Unverified