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 11011110 of 1135 papers

TitleStatusHype
Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness InstructionCode0
MLAN: Language-Based Instruction Tuning Improves Zero-Shot Generalization of Multimodal Large Language ModelsCode0
Guiding Policies with Language via Meta-LearningCode0
Learning To Follow Directions in Street ViewCode0
Learning to Follow Instructions in Text-Based GamesCode0
Self-Powered LLM Modality Expansion for Large Speech-Text ModelsCode0
Towards Interactive Deepfake AnalysisCode0
Capability Instruction Tuning: A New Paradigm for Dynamic LLM RoutingCode0
PediaBench: A Comprehensive Chinese Pediatric Dataset for Benchmarking Large Language ModelsCode0
Learning to Recombine and Resample Data for Compositional GeneralizationCode0
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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