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 391400 of 1135 papers

TitleStatusHype
IDA-Bench: Evaluating LLMs on Interactive Guided Data AnalysisCode1
Can Language Models Follow Multiple Turns of Entangled Instructions?Code1
Hybrid Alignment Training for Large Language ModelsCode1
On the Exploitability of Instruction TuningCode1
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language ModelsCode1
LoGU: Long-form Generation with Uncertainty ExpressionsCode1
EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote SensingCode1
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation ExtractorsCode1
Online Preference Alignment for Language Models via Count-based ExplorationCode1
Online Continual Learning For Interactive Instruction Following AgentsCode1
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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